{"id":"W3195993049","doi":"10.1136/bmj.n2064","title":"Jean Ross Colston","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boarding school; History; Management; Art history; Archaeology","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":[0.0007213448,0.0006488996,0.0003869202,0.0009331524,0.001881659,0.002290132,0.0006238879,0.002045957,0.1310095],"category_scores_gemma":[0.005105948,0.0003798309,0.000236566,0.0003547364,0.0006957776,0.001041016,0.001348506,0.003336742,0.03953415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716156,"about_ca_system_score_gemma":0.004277648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01843566,"about_ca_topic_score_gemma":0.03937916,"domain_scores_codex":[0.9991317,0.0001110606,0.00003153709,0.0002136037,0.000344162,0.0001678345],"domain_scores_gemma":[0.9963415,0.0002220533,0.0001402784,0.0000580959,0.0009813179,0.002256737],"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":[0.00002578853,0.00001853951,0.000601184,0.00007395245,0.000004036237,0.0005571094,0.0001205711,0.00002747708,0.000206611,0.0009752722,0.9563282,0.04106127],"study_design_scores_gemma":[0.000007403227,0.00002548929,0.0008393993,0.0002033567,0.000002801463,0.002498134,0.000258657,0.00001888107,0.000081716,0.0003194244,0.9957313,0.00001344663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007121862,0.1112349,0.002365911,0.3559636,0.1237935,0.0001477555,0.0006919737,0.0007604339,0.39792],"genre_scores_gemma":[0.02954371,0.0446864,0.001245051,0.09066597,0.01200826,0.00008368308,0.0003307029,0.000409071,0.8210272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1310095,"threshold_uncertainty_score":0.4382704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498131941469418,"score_gpt":0.3302693596743121,"score_spread":0.315288040259618,"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."}}