{"id":"W2035181869","doi":"10.1093/qjmed/hcm029","title":"A suitable case for treatment","year":2007,"lang":"en","type":"article","venue":"QJM","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trainer; Senior house officer; Officer; Quarter (Canadian coin); General hospital; House officer; Order (exchange); University hospital; Medical education; Medicine; Family medicine; History; Political science; Law; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006069469,0.00008322873,0.0001830471,0.00005317677,0.0006362982,0.000002540187,0.00004506135,0.0001183233,0.0004817381],"category_scores_gemma":[0.00006175052,0.00006352696,0.00006091644,0.00006814037,0.000009906536,0.00004777107,0.00002004735,0.00008107207,0.0003248729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006970054,"about_ca_system_score_gemma":0.0005262853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398854,"about_ca_topic_score_gemma":0.004781318,"domain_scores_codex":[0.9988987,0.00004214284,0.0002810017,0.0001361052,0.00005871843,0.0005833744],"domain_scores_gemma":[0.9986102,0.0009121152,0.00006373403,0.0001998032,0.00006667697,0.0001474875],"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":[0.0004624077,0.0002352316,0.0701398,0.0006507048,0.00007248492,0.00139143,0.008141925,6.408212e-7,0.0002323823,0.0174029,0.7915397,0.1097304],"study_design_scores_gemma":[0.001327612,0.0002112255,0.003141685,0.00000898771,0.00001959506,0.00003898795,0.00130075,0.000004930535,0.00009239203,0.0004978129,0.9932778,0.00007817049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6420348,0.001715965,0.007612579,0.0166056,0.003772869,0.004639186,0.0002093565,0.0004476644,0.322962],"genre_scores_gemma":[0.7527513,0.00009330689,0.007054576,0.04280849,0.001912954,0.0006974351,0.00007756584,0.00006281576,0.1945416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2017381,"threshold_uncertainty_score":0.5274694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362932811688332,"score_gpt":0.5209338049318568,"score_spread":0.3846405237630237,"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."}}