{"id":"W4400119985","doi":"10.1016/b978-0-443-23994-6.00007-7","title":"Early developments in surgical practice","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; General 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009921981,0.0005860913,0.0003185928,0.001434955,0.001276883,0.003393098,0.0007318147,0.001768878,0.09373761],"category_scores_gemma":[0.001878613,0.0003841855,0.0002317408,0.002199681,0.002544764,0.002367554,0.002837861,0.003256156,0.02442364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195675,"about_ca_system_score_gemma":0.003137046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149416,"about_ca_topic_score_gemma":0.009842441,"domain_scores_codex":[0.9993869,0.0001870927,0.00002609882,0.00005714811,0.0002549058,0.0000877571],"domain_scores_gemma":[0.9993735,0.0002477075,0.00002970289,0.00004112383,0.0001071443,0.0002009451],"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":[0.00002177328,0.00006747007,0.0002467249,0.0005787051,0.000003317695,0.0002249927,0.001948878,0.000227438,0.0003119127,0.1672903,0.4461415,0.3829371],"study_design_scores_gemma":[0.000001791161,0.000009199366,0.0002476099,0.0003122843,5.923206e-7,0.0001337447,0.000237473,0.00002075871,0.00002272459,0.007103166,0.9919081,0.000002542206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001084356,0.1159093,0.001284256,0.01416264,0.006540731,0.00003342276,0.00005708804,0.00004748543,0.8608809],"genre_scores_gemma":[0.009715023,0.08196404,0.001959207,0.004893473,0.003988033,0.00005444823,0.00007853162,0.00005498481,0.8972923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09373761,"threshold_uncertainty_score":0.3135835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752556301682666,"score_gpt":0.3265731163847894,"score_spread":0.2990475533679627,"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."}}