{"id":"W2198751984","doi":"10.6061/clinics/2015(09)04","title":"Differences between the real and the desired worlds in the results of clinical trials","year":2015,"lang":"en","type":"review","venue":"Clinics","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Clinical trial; Medicine; Randomized controlled trial; Psychological intervention; Medical physics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3233761,0.0002884975,0.004339335,0.0001183032,0.0005636361,0.00003021404,0.001745458,0.0006274233,0.00002176162],"category_scores_gemma":[0.1307931,0.00009826849,0.0004542203,0.0008210237,0.001264602,0.00005748572,0.0003692767,0.002618002,0.00006738572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005974016,"about_ca_system_score_gemma":0.005066191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005007382,"about_ca_topic_score_gemma":0.0006179151,"domain_scores_codex":[0.8625257,0.1214684,0.01382522,0.0005596525,0.0009351292,0.0006859137],"domain_scores_gemma":[0.5108313,0.4781566,0.008938062,0.00154129,0.0002909936,0.0002418033],"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":[0.0001244604,0.00001797465,0.004920565,0.001933248,0.00004926661,7.007798e-7,0.008646871,1.617769e-8,2.810819e-10,0.001391373,0.02354417,0.9593713],"study_design_scores_gemma":[0.003054516,0.00008929049,0.008440867,0.002522852,0.0003879378,4.485547e-7,0.002052504,0.000006265785,1.146542e-9,0.002134206,0.9812092,0.0001019334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001886686,0.9240754,0.00002627925,0.04331975,0.003475041,0.01750263,0.001814241,0.00004430964,0.007855632],"genre_scores_gemma":[0.0007672941,0.9928259,0.00007329181,0.003508595,0.001827883,0.0005051826,0.00003362338,0.00001944162,0.0004388166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9592694,"threshold_uncertainty_score":0.999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9798489895783105,"score_gpt":0.8361500416624441,"score_spread":0.1436989479158663,"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."}}