{"id":"W3102288421","doi":"10.1097/acm.0000000000003842","title":"Learner Handover: Who Is It Really For?","year":2020,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medical Council of Canada; Western University; The Wilson Centre; University of Ottawa","funders":"","keywords":"Handover; Competence (human resources); Psychology; Perception; Gossip; Medical education; Computer science; Pedagogy; Social psychology; Medicine","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":[0.008683777,0.0003880582,0.0005665268,0.0007369962,0.008114209,0.007191489,0.001434038,0.002961589,0.004654659],"category_scores_gemma":[0.03626475,0.000194034,0.0004526482,0.0009127998,0.008227405,0.007667841,0.004998583,0.004118107,0.001462999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00728827,"about_ca_system_score_gemma":0.01807149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01964853,"about_ca_topic_score_gemma":0.02839961,"domain_scores_codex":[0.9902868,0.004434575,0.0004763423,0.0004808861,0.002871315,0.001449991],"domain_scores_gemma":[0.9785537,0.006075418,0.003680744,0.0008073621,0.004105088,0.006777721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000406996,0.0003098398,0.1156114,0.002551965,0.00008901033,0.002028959,0.2791209,0.0003220036,0.003336629,0.008656246,0.05322555,0.5343405],"study_design_scores_gemma":[0.00004329638,0.0004706921,0.05468593,0.00549984,0.0001212629,0.003340044,0.6906548,0.0006441432,0.002778671,0.01155477,0.2299747,0.0002319916],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5021182,0.04206193,0.01907883,0.3831004,0.006747143,0.0004244627,0.000275642,0.0006284865,0.04556494],"genre_scores_gemma":[0.9431022,0.0199962,0.004903013,0.02133804,0.001114964,0.0001387881,0.0001808417,0.0001325402,0.009093498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01964853,"threshold_uncertainty_score":0.05288041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07094283683053458,"score_gpt":0.3643541219708752,"score_spread":0.2934112851403406,"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."}}