{"id":"W2019230727","doi":"10.1136/bmj.39273.574479.be","title":"Time to move forward","year":2007,"lang":"en","type":"letter","venue":"BMJ","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Harm; Anxiety; Medicine; Renal function; Psychology; Pediatrics; Psychiatry; Internal medicine; Social 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":[0.01701936,0.001986313,0.002734803,0.002137262,0.007912029,0.01220246,0.005078415,0.07070546,0.1057776],"category_scores_gemma":[0.0674045,0.001419607,0.003098769,0.001363916,0.007579074,0.02447904,0.01111938,0.06816044,0.06397368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007470172,"about_ca_system_score_gemma":0.02379684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027121,"about_ca_topic_score_gemma":0.01603778,"domain_scores_codex":[0.9850976,0.00405696,0.0009114451,0.001203605,0.005617714,0.003112628],"domain_scores_gemma":[0.9317797,0.02346672,0.002166638,0.002444044,0.01355256,0.02659021],"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":[0.00007619635,0.00006407399,0.00008762488,0.000146252,0.00001648905,0.0003139712,0.0001659196,0.00003546143,0.00008443051,0.004120462,0.982789,0.01210013],"study_design_scores_gemma":[0.0001292721,0.00009000883,0.0004818662,0.0007972064,0.00001392154,0.0003588957,0.001627227,0.00007922448,0.00004600631,0.01208493,0.9842305,0.00006095404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00009631918,0.003804692,0.0001855215,0.952083,0.04127419,0.00001559732,0.00005609564,0.00007136887,0.002413242],"genre_scores_gemma":[0.00143758,0.003769175,0.0008631084,0.9504178,0.03160525,0.00007834028,0.0001011725,0.0000608472,0.01166677],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1057776,"threshold_uncertainty_score":0.3538613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5620956075480458,"score_gpt":0.5845900459268654,"score_spread":0.02249443837881959,"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."}}