{"id":"W2832822146","doi":"10.1055/s-0038-1667051","title":"Breaking Bad: An Assessment of Ophthalmologists' Interpersonal Skills and Training on Delivering Bad News","year":2018,"lang":"en","type":"article","venue":"Journal of Academic Ophthalmology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Perelman School of Medicine, University of Pennsylvania; National Eye Institute; James N. Kirby Foundation; University of Pennsylvania; Research to Prevent Blindness; F. M. Kirby Foundation; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Medicine; Likert scale; Family medicine; Accreditation; Psychology; Medical education","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001478692,0.0002469126,0.0007580459,0.000449242,0.0004571138,0.000006280343,0.000814294,0.0008698087,0.0004249646],"category_scores_gemma":[0.0009820305,0.0002168097,0.0001046356,0.0002133878,0.0004443213,0.0003800398,0.0003545343,0.003844111,0.000009956154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473714,"about_ca_system_score_gemma":0.0007434888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002069247,"about_ca_topic_score_gemma":0.000006378692,"domain_scores_codex":[0.9948815,0.001945029,0.001857416,0.0003159914,0.0004074649,0.0005925829],"domain_scores_gemma":[0.9943937,0.001849177,0.002294278,0.0004558053,0.0006780052,0.0003290583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004312704,0.0002415002,0.9483285,0.0002343921,0.0001379741,0.0001752484,0.03451746,0.00004681445,0.004281694,0.002233059,0.000267777,0.00910434],"study_design_scores_gemma":[0.002340209,0.00584098,0.9548699,0.002273192,0.00007059567,0.008455562,0.02103732,0.001055845,0.0001559154,0.002597535,0.0009309822,0.0003719204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914051,0.000546676,0.0001494197,0.002010156,0.00144165,0.0003495829,0.00001568057,0.00001751757,0.004064208],"genre_scores_gemma":[0.9882989,0.000168328,0.009848956,0.0008516452,0.0007113407,0.00001846883,0.000004896679,0.00003635634,0.00006109119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01348014,"threshold_uncertainty_score":0.998454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2258940557011655,"score_gpt":0.5155319983102619,"score_spread":0.2896379426090964,"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."}}