{"id":"W2027280619","doi":"10.1136/bmj.327.7427.1351-c","title":"Mary Patricia Shepherd","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007849078,0.0005595002,0.000365129,0.001271465,0.002170095,0.002040718,0.0008004629,0.001813023,0.1730286],"category_scores_gemma":[0.006769453,0.0004107438,0.0002564447,0.0003533059,0.0007712329,0.001350445,0.001871541,0.003839978,0.06835893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302246,"about_ca_system_score_gemma":0.002561652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006729654,"about_ca_topic_score_gemma":0.01243132,"domain_scores_codex":[0.9991696,0.00009555377,0.00002987955,0.0002007171,0.0003675812,0.0001366808],"domain_scores_gemma":[0.9968612,0.0002652831,0.0001247183,0.00008653761,0.0008892817,0.001772964],"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":[0.0000143114,0.00001234394,0.0003528354,0.00003958411,0.000001899423,0.0003754637,0.00009727383,0.00001549848,0.0001323247,0.0009090746,0.962101,0.03594844],"study_design_scores_gemma":[0.000004966957,0.00001908831,0.0008852743,0.0001202497,0.000002748254,0.002500708,0.0003390218,0.00002336945,0.000115342,0.0004655978,0.9955141,0.00000941658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00539207,0.05213686,0.003106201,0.4611295,0.09656926,0.0001487051,0.0006443076,0.001015292,0.3798577],"genre_scores_gemma":[0.02101509,0.02042955,0.001353503,0.09163407,0.008107053,0.00006133939,0.0002649646,0.0003253173,0.8568091],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1730286,"threshold_uncertainty_score":0.5788382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2125627052811672,"score_gpt":0.5596615555987484,"score_spread":0.3470988503175813,"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."}}