{"id":"W3029550683","doi":"10.1111/tct.13178","title":"Breaking good news: a medical student perspective","year":2020,"lang":"en","type":"letter","venue":"The Clinical Teacher","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Perspective (graphical); Medical diagnosis; Curriculum; Context (archaeology); Foundation (evidence); Medical education; Psychology; Medicine; Bridging (networking); Causality (physics); Social psychology; Pedagogy; Computer science; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002270891,0.0005608084,0.001819186,0.00005213141,0.000131408,0.0000733234,0.0009905268,0.002153297,0.003628051],"category_scores_gemma":[0.1995776,0.000327903,0.001423287,0.0002581188,0.0009326969,0.00002514952,0.0005787688,0.01369959,0.002069901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066756,"about_ca_system_score_gemma":0.0009801605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003100661,"about_ca_topic_score_gemma":0.00001310081,"domain_scores_codex":[0.9931199,0.001211095,0.001647867,0.001212154,0.002114825,0.0006941475],"domain_scores_gemma":[0.9409805,0.05549598,0.000608772,0.001673649,0.0002947197,0.0009464141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001250989,0.0006547392,0.0106655,0.00002485131,0.0008562177,0.003869114,0.0004572541,9.77975e-8,9.30505e-8,0.0001424185,0.9670114,0.01619325],"study_design_scores_gemma":[0.003392214,0.001135293,0.01139907,0.002967077,0.001875533,0.0002536111,0.0007414101,0.00007513272,3.988378e-7,0.001872093,0.9757853,0.0005028208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001958432,0.000882778,0.00007167597,0.9587374,0.001489508,0.000778676,0.00001528012,0.0003419937,0.0357243],"genre_scores_gemma":[0.01132797,0.0006078969,0.0001542212,0.9359877,0.03665518,0.00006305303,0.0001022076,0.0001458439,0.014956],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1973067,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09389692026702968,"score_gpt":0.4638885493567049,"score_spread":0.3699916290896753,"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."}}