{"id":"W3110104482","doi":"10.36834/cmej.69750","title":"Physician engagement in regularly scheduled rounds","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Medicine","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":[0.005732121,0.0001623976,0.0002361473,0.0005808413,0.001988148,0.001403629,0.0008880409,0.0006752918,0.008649459],"category_scores_gemma":[0.03771378,0.0002143804,0.0002891256,0.0005391557,0.001007308,0.0007549645,0.002300134,0.001115363,0.0007396614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002917726,"about_ca_system_score_gemma":0.006374449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009233074,"about_ca_topic_score_gemma":0.01670956,"domain_scores_codex":[0.9866476,0.008707092,0.0004970796,0.0005714725,0.001990869,0.001585871],"domain_scores_gemma":[0.9464439,0.02754211,0.009922032,0.001256423,0.002796937,0.01203862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008711726,0.001512134,0.3729963,0.001947739,0.0001120028,0.002735692,0.3724922,0.0006658759,0.004071598,0.002349496,0.02530274,0.214943],"study_design_scores_gemma":[0.0001070519,0.0024016,0.5890079,0.001179656,0.00005515077,0.003145989,0.27701,0.0007211091,0.002130421,0.001537644,0.1225938,0.0001098515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674963,0.0005114014,0.001229439,0.008677787,0.00008811034,0.0002220665,0.000350308,0.00007078292,0.02135389],"genre_scores_gemma":[0.9950996,0.000345322,0.0006548506,0.0009828128,0.00007595787,0.0000866412,0.0001517835,0.00001197465,0.002591156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009233074,"threshold_uncertainty_score":0.03031468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880579539512855,"score_gpt":0.3027553712352364,"score_spread":0.2839495758401078,"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."}}