{"id":"W3216122969","doi":"","title":"Recensions de livres: Pioneers in surgical gastroenterology. W. Gillison and H. Buchwald, editors","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; General surgery; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002830307,0.002294583,0.001672706,0.00381192,0.001062049,0.003281058,0.001316024,0.00235695,0.03472882],"category_scores_gemma":[0.004876412,0.0008479567,0.0007203323,0.00257514,0.001683786,0.004091708,0.001779092,0.004426352,0.02507617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591799,"about_ca_system_score_gemma":0.003465397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00980452,"about_ca_topic_score_gemma":0.03371133,"domain_scores_codex":[0.9988247,0.0002370084,0.0001087339,0.0001159578,0.0005981207,0.0001155366],"domain_scores_gemma":[0.9961826,0.001074754,0.0002897601,0.0001093661,0.00121801,0.001125451],"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":[0.00004948799,0.00001629877,0.0001925787,0.0005674153,0.000006537865,0.0001328054,0.0001866181,0.00006917321,0.0001148077,0.001258817,0.8364295,0.1609759],"study_design_scores_gemma":[0.00001192848,0.00001893773,0.000675214,0.001129587,0.00000856219,0.0008633855,0.0002375082,0.00004186301,0.00006793391,0.001969729,0.9949613,0.00001402761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002747807,0.9299061,0.0006018757,0.02418926,0.02861668,0.00001799661,0.00008042885,0.00009710466,0.01621588],"genre_scores_gemma":[0.004936779,0.8463335,0.002065063,0.008293782,0.03897637,0.00003649739,0.0002533339,0.0001298297,0.0989749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03472882,"threshold_uncertainty_score":0.1161795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03972049887631704,"score_gpt":0.2230149972067665,"score_spread":0.1832944983304495,"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."}}