{"id":"W4223449977","doi":"10.1016/j.pec.2022.03.019","title":"Toward a basic science of communication in serious illness","year":2022,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"KWF Kankerbestrijding","keywords":"Operationalization; Health communication; Conversation; Psychology; Communication studies; Sociology of health and illness; Cognition; Health care; Medicine; Psychiatry; Communication; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01160409,0.0005865875,0.0009438,0.004454472,0.00426205,0.00903302,0.001853464,0.007639722,0.006719876],"category_scores_gemma":[0.02431634,0.0005707727,0.0007775386,0.001396027,0.04080366,0.0208854,0.003979351,0.01205456,0.0009045541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004778135,"about_ca_system_score_gemma":0.009199599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003980613,"about_ca_topic_score_gemma":0.002238217,"domain_scores_codex":[0.9947353,0.003563801,0.0002677185,0.0003246993,0.0008843599,0.0002240847],"domain_scores_gemma":[0.9640924,0.02992858,0.0009862272,0.001367741,0.002769987,0.0008550769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000992469,0.0000785165,0.000539908,0.0001119898,0.00000708059,0.00004731587,0.001448675,0.0003642454,0.00005719566,0.9823282,0.003275814,0.01173127],"study_design_scores_gemma":[0.00001241974,0.00002337952,0.0004888747,0.0002099204,0.000006339162,0.0001472154,0.001036619,0.001189115,0.00009062087,0.9807148,0.01606712,0.00001360164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01841185,0.03758975,0.2308743,0.5291183,0.007710307,0.0002358602,0.0002182727,0.0001914816,0.1756498],"genre_scores_gemma":[0.7145795,0.04737016,0.144031,0.05548359,0.02079479,0.001304748,0.0002197173,0.0001878269,0.01602858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01160409,"threshold_uncertainty_score":0.061369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008662771098743,"score_gpt":0.3957205195964802,"score_spread":0.2948542424866059,"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."}}