{"id":"W4321494346","doi":"10.1503/cjs.001623","title":"The art of the urgent intraoperative consultation","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Surgery","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary","funders":"","keywords":"Medicine; Medical emergency; MEDLINE; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006617501,0.0001466934,0.0005419869,0.0001738967,0.000812,0.00002544829,0.0003762204,0.0005330156,0.0008174322],"category_scores_gemma":[0.2005636,0.00007626746,0.0002488454,0.0003433389,0.0003624679,0.00009537307,0.00002537425,0.002723312,0.0001173768],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318612,"about_ca_system_score_gemma":0.03579139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005536102,"about_ca_topic_score_gemma":0.05332882,"domain_scores_codex":[0.9957389,0.001588331,0.001369048,0.0001130355,0.0007415689,0.0004491162],"domain_scores_gemma":[0.9078351,0.08607712,0.002191676,0.0004025672,0.002555991,0.0009375096],"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":[0.00003000002,0.000004879648,0.001244278,0.0001415695,0.00009064301,0.0000295734,0.001984476,0.000001601373,0.000001564121,0.00009859257,0.9957831,0.0005897366],"study_design_scores_gemma":[0.0001121678,0.00001661766,0.0009140939,0.001218584,0.00007197625,0.000001085286,0.004556151,0.0000012952,0.000004571699,0.0001771383,0.9928547,0.00007167965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002980032,0.000619857,0.000002326077,0.033572,0.9616396,0.0002589247,0.0001534298,0.000004156982,0.0007696261],"genre_scores_gemma":[0.01193436,0.002242149,0.000009593047,0.0007034239,0.9706997,0.00003528146,0.0000585026,0.00005987176,0.01425716],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1939461,"threshold_uncertainty_score":0.9995775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07931520147968686,"score_gpt":0.4006589525721264,"score_spread":0.3213437510924396,"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."}}