{"id":"W1977101364","doi":"10.1007/s00520-009-0702-7","title":"Resident preparedness in discussing prognosis in patients with advanced lung cancer","year":2009,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Public Health Ontario; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Pain medicine; Nursing research; Lung cancer; Preparedness; Intensive care medicine; Oncology; Internal medicine; Family medicine; Pathology; Anesthesiology","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":[0.004337332,0.0002012005,0.0002352199,0.0004106281,0.002261023,0.001208756,0.000698478,0.001482364,0.006115273],"category_scores_gemma":[0.06007471,0.000342599,0.0004647652,0.0001995896,0.0005618613,0.001419284,0.001605578,0.002176146,0.0006668952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009838449,"about_ca_system_score_gemma":0.002587244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684232,"about_ca_topic_score_gemma":0.005274407,"domain_scores_codex":[0.9967406,0.00225015,0.0002129095,0.00009817554,0.0003250816,0.0003730631],"domain_scores_gemma":[0.9838726,0.007789984,0.003310576,0.0003273691,0.001372338,0.00332715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000959707,0.001633876,0.6711375,0.0006577856,0.0002351762,0.008799235,0.1064279,0.001305308,0.001899575,0.001136896,0.04226135,0.1635457],"study_design_scores_gemma":[0.0001920635,0.003280833,0.6479182,0.001495753,0.0003557824,0.02489777,0.2699541,0.00534011,0.00246309,0.002814472,0.04098412,0.000303774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762275,0.000946187,0.0008818676,0.01178331,0.0005521487,0.00009206867,0.00006650515,0.00008580655,0.009364483],"genre_scores_gemma":[0.9942358,0.000603868,0.001885528,0.001885109,0.000204203,0.00005945033,0.0000575639,0.00001946373,0.001049077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006115273,"threshold_uncertainty_score":0.02293825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06328733535588546,"score_gpt":0.4436228364447459,"score_spread":0.3803355010888604,"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."}}