{"id":"W4402769920","doi":"10.36399/surgo.2.323","title":"A Conversation with Prof Frank Sullivan","year":2024,"lang":"en","type":"article","venue":"Surgo.","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Art; Sociology; Computer science; Linguistics; 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":[0.006828119,0.00134943,0.001372588,0.001265741,0.01308046,0.01023606,0.00219313,0.0111201,0.04565132],"category_scores_gemma":[0.03380252,0.0006245402,0.0008610085,0.000908041,0.005239599,0.009854452,0.008131002,0.02895785,0.02353193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005187016,"about_ca_system_score_gemma":0.01123077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008816492,"about_ca_topic_score_gemma":0.01510235,"domain_scores_codex":[0.9914882,0.003348745,0.0003334336,0.001322257,0.002141412,0.001365903],"domain_scores_gemma":[0.9828841,0.003342959,0.0006518532,0.0003683032,0.004000078,0.0087528],"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":[0.000008510141,0.00001349509,0.00007460158,0.00003174679,0.000002132343,0.0002174429,0.001526441,0.000007612031,0.00003840691,0.001796428,0.9910713,0.00521199],"study_design_scores_gemma":[0.00000421685,0.00001213795,0.00009362298,0.0001513386,0.000001788212,0.0005186119,0.005106544,0.00001629596,0.00002972718,0.0009960821,0.9930528,0.00001688602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0006190472,0.01222172,0.0004546831,0.8476679,0.118839,0.00002173816,0.00007611717,0.0001315652,0.0199683],"genre_scores_gemma":[0.009858723,0.007712496,0.0004675677,0.8183582,0.02605149,0.00008840328,0.00007455464,0.0002720542,0.1371165],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04565132,"threshold_uncertainty_score":0.1527188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315565801042869,"score_gpt":0.2782418296478027,"score_spread":0.265086171637374,"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."}}