{"id":"W4385726261","doi":"10.1097/acm.0000000000005433","title":"Having a Bad Day Is Not an Option: Learner Perspectives on Learner Handover","year":2023,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Medical Council of Canada; CARE Canada; University of Ottawa","funders":"","keywords":"Confidentiality; Scrutiny; Handover; Psychology; Medical education; Gossip; Perspective (graphical); Grounded theory; Process (computing); Qualitative research; Pedagogy; Computer science; Social psychology; Medicine; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01127208,0.0004308767,0.0003624553,0.0009925568,0.009055525,0.006604712,0.001220374,0.002561538,0.001986193],"category_scores_gemma":[0.01735388,0.0002510695,0.0005106,0.000613675,0.01049971,0.006405839,0.005916914,0.004632703,0.0003192523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003592807,"about_ca_system_score_gemma":0.003620018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004389008,"about_ca_topic_score_gemma":0.005530041,"domain_scores_codex":[0.9885898,0.009088677,0.0002526171,0.0003459119,0.0009391989,0.0007838084],"domain_scores_gemma":[0.9814811,0.01330841,0.001553887,0.0003477631,0.001457667,0.001851071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000485054,0.00004528468,0.0114229,0.0001072763,0.00001063159,0.0008938627,0.9741974,0.0001014747,0.0003042989,0.003156936,0.001079569,0.008632004],"study_design_scores_gemma":[0.000006359821,0.0001158449,0.003135907,0.0002693658,0.000015206,0.0008449051,0.9782662,0.0001874351,0.0004856548,0.00092512,0.01572001,0.0000281026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645636,0.002353459,0.003433561,0.01302376,0.0001985455,0.0000400935,0.00004531047,0.00002545911,0.01631617],"genre_scores_gemma":[0.9960235,0.0009651216,0.0004385306,0.0009678185,0.00004003722,0.0000154176,0.00001237076,0.00001051741,0.001526563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127208,"threshold_uncertainty_score":0.05961311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05523372959552505,"score_gpt":0.3729755388033794,"score_spread":0.3177418092078544,"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."}}