{"id":"W4398174113","doi":"10.1213/ane.0000000000007005","title":"Beyond Reframing: Painting the Truth About Vital Anesthesia Simulation Training","year":2024,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cognitive reframing; Training (meteorology); Painting; Psychology; Art; Visual arts; Social psychology; Geography; Meteorology","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":[0.01156226,0.0006200597,0.0004668043,0.001007555,0.005198578,0.009791886,0.001714779,0.005091046,0.01849584],"category_scores_gemma":[0.05542103,0.0003184677,0.0005588005,0.00052049,0.01040478,0.01290463,0.006537664,0.01520313,0.003353166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708034,"about_ca_system_score_gemma":0.005424159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002602552,"about_ca_topic_score_gemma":0.00553259,"domain_scores_codex":[0.989907,0.007465909,0.0002372802,0.0003945038,0.001426484,0.0005687737],"domain_scores_gemma":[0.9724886,0.01933445,0.000829795,0.001408276,0.002795816,0.003143022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001968688,0.000152053,0.001463186,0.0007789705,0.00003923348,0.0005588002,0.03340758,0.0007101995,0.0007074589,0.1184165,0.5754814,0.2680877],"study_design_scores_gemma":[0.00004622077,0.0001109779,0.0006906808,0.002552214,0.0000346492,0.0008218006,0.02947608,0.0008039983,0.0005510427,0.09978985,0.86506,0.00006240438],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007544302,0.02281251,0.01077195,0.8633952,0.03425315,0.00005533416,0.00008253719,0.0003206333,0.06076444],"genre_scores_gemma":[0.445592,0.05418016,0.02156231,0.3767841,0.02787226,0.0003786003,0.0002341501,0.000915315,0.07248122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01849584,"threshold_uncertainty_score":0.06187469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700456661610175,"score_gpt":0.3400142526687109,"score_spread":0.3030096860526091,"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."}}