{"id":"W2175178141","doi":"10.1177/0840470415598405","title":"Back to the future","year":2015,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBI Group (Canada)","funders":"Health Canada; Ministry of Health, British Columbia","keywords":"Health care; Context (archaeology); Accountability; Business; Public relations; Healthcare system; Patient experience; Patient safety; Knowledge management; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002275503,0.0008141983,0.002517026,0.0004751435,0.001636232,0.00003562678,0.001582177,0.0008390722,0.00149486],"category_scores_gemma":[0.00002286828,0.0004935353,0.0005560381,0.001220889,0.00003357613,0.00009722828,0.00183266,0.002332954,0.04376866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003051421,"about_ca_system_score_gemma":0.003027764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003614404,"about_ca_topic_score_gemma":0.00362232,"domain_scores_codex":[0.9921172,0.001873399,0.001932575,0.0009479655,0.0008501231,0.002278765],"domain_scores_gemma":[0.995527,0.0002971039,0.0007736943,0.002232726,0.0002876213,0.0008819012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006407102,0.000008171902,0.00001391959,0.04566178,0.0000574054,0.000009521902,0.000132836,3.774218e-8,2.810038e-11,0.007483548,0.4793043,0.467322],"study_design_scores_gemma":[0.0002561415,0.0001007517,0.00001442825,0.006611761,0.0002929385,0.000004506218,0.002584699,2.117635e-7,3.493114e-10,0.0002662159,0.9894161,0.0004522077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.882631e-8,0.7214341,0.00003256455,0.1639866,0.007685463,0.009065794,0.0002183114,0.0001428318,0.09743431],"genre_scores_gemma":[5.534866e-8,0.7962983,0.0003900184,0.1234854,0.00303313,0.00241345,0.0004264679,0.0001480379,0.07380513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5101118,"threshold_uncertainty_score":0.9999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369526130176524,"score_gpt":0.4952040137902447,"score_spread":0.3582514007725923,"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."}}