{"id":"W1800316163","doi":"","title":"An inside view.","year":2003,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Painting; Work (physics); Visual arts; Computer science; Art history; Data science; Medicine; History; Art; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003627889,0.001305605,0.0005564035,0.001069123,0.001682727,0.00429889,0.001155709,0.00252911,0.7924169],"category_scores_gemma":[0.001651063,0.0004620659,0.0006583322,0.0008831826,0.0004624215,0.003702722,0.003128543,0.002379556,0.7227587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005300951,"about_ca_system_score_gemma":0.001028671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003800408,"about_ca_topic_score_gemma":0.01066778,"domain_scores_codex":[0.9996231,0.00003622059,0.00001854446,0.00006610078,0.0001952673,0.00006068503],"domain_scores_gemma":[0.9991238,0.00009358636,0.00003542604,0.00007645059,0.000379165,0.0002917469],"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":[0.00001967139,0.00001411489,0.0001020365,0.00008326575,0.000001626511,0.00009751588,0.00005648805,0.00001611714,0.0001479827,0.0009260268,0.9258534,0.07268173],"study_design_scores_gemma":[0.000002922738,0.000004292694,0.0001687711,0.00004996755,0.000001240764,0.0001347266,0.00007167945,0.00001088858,0.00003169994,0.0002843154,0.9992363,0.000003066651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0003724389,0.008185854,0.001246384,0.009154049,0.01651508,0.00009441693,0.00185166,0.002295689,0.9602845],"genre_scores_gemma":[0.001475059,0.002296621,0.0005641577,0.003538827,0.001836536,0.00002829698,0.0006048611,0.0004486132,0.989207],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7924169,"threshold_uncertainty_score":0.296092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06063907170868086,"score_gpt":0.441309880622146,"score_spread":0.3806708089134652,"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."}}