{"id":"W2948762004","doi":"10.71781/18397","title":"Health professionals’ perception of distress in cancer patients and family members : measuring accuracy and examining the role of empathic skills","year":2017,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; CHU Sainte-Justine Foundation; Rossy Foundation","keywords":"Perception; Distress; Empathy; Psychology; Health professionals; Cancer; Emotional distress; Clinical psychology; Medicine; Social psychology; Health care; Psychiatry; Internal medicine; Political science; Anxiety","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00568584,0.0002037643,0.0003673923,0.0008642911,0.0006255038,0.001472869,0.0004142974,0.0007186517,0.001552968],"category_scores_gemma":[0.03196088,0.0002461737,0.0004992818,0.0008396439,0.0007214212,0.001008668,0.001751367,0.0007312653,0.0002383605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007311678,"about_ca_system_score_gemma":0.0008822364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007953356,"about_ca_topic_score_gemma":0.01006417,"domain_scores_codex":[0.9954736,0.002353763,0.0006093026,0.0003677213,0.0008033117,0.0003923769],"domain_scores_gemma":[0.9859115,0.00673197,0.004109488,0.0005676892,0.001874738,0.0008047683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000145761,0.00005999539,0.9707837,0.0001387354,0.00009366987,0.00005001003,0.01085304,0.0000681925,0.0003358573,0.00005559302,0.0003672801,0.01704807],"study_design_scores_gemma":[0.00001138281,0.0002157859,0.9843569,0.00008632165,0.00003956641,0.0001459556,0.01378697,0.000301775,0.0001564378,0.00008643302,0.0007961798,0.00001633592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971201,0.0005609367,0.0004330523,0.0004233682,0.00002257611,0.00003435015,0.0001071341,0.000003740075,0.001294823],"genre_scores_gemma":[0.9986726,0.0003829261,0.0004589394,0.0001542305,0.00001719305,0.00004887663,0.00008730435,0.000001663326,0.0001763704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007953356,"threshold_uncertainty_score":0.03006995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152796134466108,"score_gpt":0.2546821922850771,"score_spread":0.243154230940416,"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."}}