{"id":"W2030811835","doi":"10.1136/bmj.324.7339.740/f","title":"Steven Tarquin Goulding","year":2002,"lang":"en","type":"article","venue":"BMJ","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trainer; Wife; Medicine; Psychology; Philosophy","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":[0.0005040056,0.0003902125,0.0002792317,0.0007843165,0.001366851,0.001715375,0.0004682645,0.001423503,0.2487962],"category_scores_gemma":[0.003587908,0.0002306373,0.000169204,0.0003101226,0.0005098622,0.000839144,0.001238387,0.001865488,0.06372532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009501925,"about_ca_system_score_gemma":0.001995334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004700203,"about_ca_topic_score_gemma":0.01258856,"domain_scores_codex":[0.9994332,0.00007966359,0.00002244081,0.0001125925,0.0002559281,0.00009617587],"domain_scores_gemma":[0.9976143,0.0002519042,0.00011413,0.00006723141,0.0006894604,0.001263037],"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":[0.00002587287,0.00001838928,0.0005990023,0.00006222064,0.000002652946,0.0004018732,0.0000860179,0.00003795203,0.0001808022,0.002482504,0.9108345,0.08526815],"study_design_scores_gemma":[0.000004709756,0.00001945928,0.0007674666,0.00008337025,0.00000186487,0.00124259,0.0001780969,0.00002998345,0.00009651014,0.0004980837,0.9970733,0.000004666398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006478367,0.05920792,0.002288792,0.2206433,0.03919642,0.0001028345,0.0006328471,0.0009260184,0.6705236],"genre_scores_gemma":[0.02285806,0.01771312,0.0007971311,0.02676209,0.003347511,0.00002680095,0.0002119554,0.0001798614,0.9281035],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2487962,"threshold_uncertainty_score":0.832306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255525063096829,"score_gpt":0.267288622145669,"score_spread":0.1417361158359861,"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."}}