{"id":"W2139678065","doi":"10.1136/bmj.h1582","title":"Authors' reply to Williams","year":2015,"lang":"en","type":"letter","venue":"BMJ","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychoanalysis; Philosophy; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006055647,0.0008755474,0.001719177,0.001037129,0.003379884,0.00414063,0.002827753,0.05107104,0.009962976],"category_scores_gemma":[0.05164896,0.0009892079,0.001667991,0.001060721,0.004547681,0.004925884,0.002367642,0.05565437,0.01052605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004351475,"about_ca_system_score_gemma":0.005426689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005071233,"about_ca_topic_score_gemma":0.005504986,"domain_scores_codex":[0.995312,0.00143422,0.0006678993,0.0007801224,0.001308267,0.0004975311],"domain_scores_gemma":[0.9823952,0.009896172,0.001237181,0.0006036402,0.003925829,0.001942013],"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":[0.00002886789,0.00001417383,0.0003646794,0.00004496594,0.00001195521,0.0004316353,0.0001313299,0.0000254767,0.00005289125,0.001062847,0.9947279,0.003103325],"study_design_scores_gemma":[0.0000864392,0.00006879582,0.001387917,0.0005070084,0.00003671907,0.001821952,0.0007869402,0.0002311806,0.0002136336,0.006195567,0.9885507,0.000113009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001585628,0.0005245996,0.0000397536,0.9770842,0.02137596,0.000008103158,0.00004227791,0.00002223818,0.0007442836],"genre_scores_gemma":[0.0009628526,0.0002524249,0.00006818889,0.9830371,0.01388151,0.00002452383,0.00001122987,0.00001223938,0.001750017],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05107104,"threshold_uncertainty_score":0.03332949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7156981709598121,"score_gpt":0.6049756337592617,"score_spread":0.1107225372005505,"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."}}