{"id":"W3205486777","doi":"10.1016/j.cjca.2021.07.083","title":"VIRTUAL ADAPTATION OF MULTIMODAL CARDIAC SURGERY RESIDENCY INTERVIEW DURING COVID-19","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medical education; Medicine; Session (web analytics); Zoom; Adaptation (eye); Computer science; World Wide Web; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001826803,0.0005325452,0.0002639319,0.0005044388,0.002054283,0.001127288,0.001097,0.0009901121,0.03182969],"category_scores_gemma":[0.01019371,0.000289157,0.0003515655,0.0002375986,0.0005239592,0.00058621,0.004460422,0.001484167,0.006404534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000910488,"about_ca_system_score_gemma":0.001422333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003122265,"about_ca_topic_score_gemma":0.01389155,"domain_scores_codex":[0.9982511,0.001092091,0.00003696295,0.0001639065,0.0001232121,0.0003327164],"domain_scores_gemma":[0.9946474,0.001987284,0.0002641664,0.000428848,0.0005203546,0.00215179],"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":[0.0046784,0.007033429,0.08585961,0.0007634365,0.0000913148,0.006127664,0.1541746,0.005360212,0.0160269,0.003737691,0.31475,0.4013967],"study_design_scores_gemma":[0.0006055086,0.005008354,0.2512132,0.001055669,0.0001015445,0.002412855,0.1861524,0.01383522,0.007696838,0.004996027,0.526395,0.0005274218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8950496,0.000219562,0.01232941,0.005174042,0.002949669,0.001506791,0.004066926,0.001683069,0.07702094],"genre_scores_gemma":[0.9310036,0.0002274311,0.02247426,0.001684888,0.0005229663,0.002489693,0.002098035,0.0002510245,0.03924813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03182969,"threshold_uncertainty_score":0.1064809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483913770052492,"score_gpt":0.4508355950747618,"score_spread":0.3024442180695126,"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."}}