{"id":"W2328113542","doi":"10.1111/igc.0b013e318199617b","title":"Intraoperative Consultation in Gynecologic Pathology","year":2009,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gynecologic oncology; Audit; Tertiary care; Terminology; General surgery; Medical physics; 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":[0.0007768224,0.0002371554,0.0001406745,0.000637446,0.001488628,0.0005666434,0.0003242188,0.0008556001,0.01154564],"category_scores_gemma":[0.005912705,0.0001455872,0.0001749367,0.0003346998,0.0002935824,0.000619883,0.000955279,0.001177001,0.001265395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004665767,"about_ca_system_score_gemma":0.001407082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014008,"about_ca_topic_score_gemma":0.005216415,"domain_scores_codex":[0.9994622,0.0002638913,0.00004221725,0.00002528636,0.00006188608,0.0001445704],"domain_scores_gemma":[0.997893,0.001004128,0.0002308631,0.00004353621,0.0001609905,0.0006674686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00279992,0.001387949,0.3349537,0.00118839,0.00004318541,0.09901359,0.008688125,0.001477521,0.009774332,0.002071979,0.06179435,0.476807],"study_design_scores_gemma":[0.0001795031,0.003144173,0.4113546,0.002499463,0.0001528241,0.3765042,0.03792027,0.003714964,0.006672424,0.004891266,0.1528086,0.0001577998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8549567,0.01382558,0.004772045,0.01574632,0.001889242,0.0001522383,0.0002867229,0.0002319894,0.1081391],"genre_scores_gemma":[0.9791353,0.006587698,0.004644166,0.001818629,0.001024607,0.00007328293,0.0001441776,0.00005155351,0.006520503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01154564,"threshold_uncertainty_score":0.03862399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324177409387333,"score_gpt":0.3807726323407362,"score_spread":0.3483548914020029,"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."}}