{"id":"W2896899278","doi":"10.1016/j.jmig.2018.09.296","title":"Laparoscopic Myomectomy Simulation Model","year":2018,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Uterine myomectomy; Uterine fibroids; Uterus; Surgery; Myoma; Internal medicine","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":[0.0001322767,0.000362518,0.0003223689,0.000304131,0.0003059437,0.0005195868,0.0009962394,0.001109631,0.01426575],"category_scores_gemma":[0.0006539408,0.0002580549,0.0005744655,0.0002987062,0.000246266,0.0004251522,0.0004707495,0.0004386617,0.0008105036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005015004,"about_ca_system_score_gemma":0.001093825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01838644,"about_ca_topic_score_gemma":0.009610028,"domain_scores_codex":[0.9999039,0.00002935254,0.000003998646,0.0000174887,0.00002236702,0.00002273356],"domain_scores_gemma":[0.9997185,0.0001504597,0.00002608705,0.00001731702,0.00005641647,0.00003127297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005882398,0.00003165408,0.001015272,0.00003112244,0.00001267237,0.0001206165,0.00001837971,0.992255,0.0003786286,0.00279176,0.000911217,0.002374949],"study_design_scores_gemma":[0.00004103839,0.00004126889,0.0004095851,0.000007465831,0.000009147895,0.00006272515,0.00002030103,0.9962374,0.000240266,0.001215472,0.001707882,0.000007503347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5999296,0.000837323,0.2263554,0.002899915,0.0004164234,0.0003542652,0.009482631,0.001005545,0.1587189],"genre_scores_gemma":[0.9526518,0.0003549058,0.0168629,0.0001871878,0.00003515301,0.0002919189,0.002458845,0.00006542872,0.02709188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01838644,"threshold_uncertainty_score":0.04772365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03045631440754679,"score_gpt":0.3170404890696657,"score_spread":0.2865841746621189,"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."}}