{"id":"W1998778724","doi":"10.1016/j.joca.2015.02.772","title":"OARSI Clinical Trials Recommendations: Design and conduct of implementation trials of interventions for osteoarthritis","year":2015,"lang":"en","type":"review","venue":"Osteoarthritis and Cartilage","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Women's College Hospital","funders":"National Institute for Health and Care Research; BioClinica","keywords":"Psychological intervention; Clinical trial; Medicine; Alternative medicine; Research design; Clinical study design; Osteoarthritis; Medical physics; Physical therapy; Management science; Pathology; Engineering; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09559064,0.0003810304,0.00611739,0.0004510124,0.0004137112,0.00003618051,0.0002249823,0.0004832248,0.0007823467],"category_scores_gemma":[0.01856925,0.0003278803,0.001020224,0.0003800505,0.000321883,0.0003056691,0.0001809617,0.0004228619,0.00001292446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008731739,"about_ca_system_score_gemma":0.001904885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003346786,"about_ca_topic_score_gemma":0.0002817072,"domain_scores_codex":[0.9573983,0.02873905,0.01229782,0.0006176049,0.0003791516,0.0005680624],"domain_scores_gemma":[0.9593354,0.03117612,0.007898842,0.0004230452,0.0007608906,0.0004056696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000440519,0.00002320922,0.00003335327,0.01244783,0.00003079226,6.012828e-7,0.0009312141,1.744205e-8,0.00001645963,0.0005170126,0.01670237,0.9692531],"study_design_scores_gemma":[0.006108249,0.001938357,0.000006025415,0.01861688,0.001122756,0.000008598056,0.003110736,5.051761e-7,0.00003514732,0.000547417,0.9682512,0.0002541839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005214551,0.9719441,0.001576013,0.0006845188,0.001301565,0.01370402,0.01013593,0.00002798396,0.0001043943],"genre_scores_gemma":[0.0001731497,0.9891732,0.00568551,0.0002900664,0.0003560869,0.003426151,0.0006621765,0.00005293857,0.0001807598],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9689989,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9175533241604591,"score_gpt":0.7569671028520016,"score_spread":0.1605862213084575,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}