{"id":"W2078172485","doi":"10.1001/archsurg.137.11.1305","title":"Claude Couinaud","year":2002,"lang":"en","type":"article","venue":"Archives of Surgery","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"South Health Campus","funders":"","keywords":"Medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036521,0.00007346035,0.0002343676,0.00004887151,0.0006345232,0.00001537469,0.00006860484,0.00001071143,0.002519592],"category_scores_gemma":[0.00003242488,0.00005173248,0.0002707859,0.00002821397,0.0002888403,0.00005613671,0.00002621314,0.0000531117,0.00008201815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002619064,"about_ca_system_score_gemma":0.000001872744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002230097,"about_ca_topic_score_gemma":0.0001668437,"domain_scores_codex":[0.9994357,0.00002323612,0.000190742,0.00009825186,0.0001080576,0.0001439799],"domain_scores_gemma":[0.9994045,0.0003795704,0.00006683233,0.00008746411,0.00002015227,0.00004147076],"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":[0.00002481969,0.000416738,0.007973271,0.0001272247,0.0004652246,0.00002424673,0.3546871,0.000006404786,0.0002044334,0.133984,0.3760363,0.1260502],"study_design_scores_gemma":[0.00005935904,0.00001769904,0.000790545,0.00002431119,0.00003959421,4.54617e-7,0.001991458,0.00009612619,0.0000197042,0.006145346,0.9906557,0.0001596591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7807291,0.00498056,0.00002102057,0.0282159,0.0005659434,0.0000714998,0.00002656167,0.00008882541,0.1853006],"genre_scores_gemma":[0.9631533,0.001991033,0.00002666066,0.0001383587,0.0002622081,0.000004001793,0.000003857671,0.000005713811,0.03441485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6146194,"threshold_uncertainty_score":0.9983922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05669086734193022,"score_gpt":0.2001241740084521,"score_spread":0.1434333066665219,"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."}}