{"id":"W4384463924","doi":"10.1016/s1470-2045(23)00319-4","title":"Common Sense Oncology: outcomes that matter","year":2023,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Princess Margaret Cancer Centre; Kingston Health Sciences Centre; Hospital for Sick Children; Queen's University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Quality of life (healthcare); Intensive care medicine; Internal medicine; Oncology; Nursing","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":[0.02093079,0.0004557019,0.001471686,0.002207074,0.002447619,0.009515216,0.001882403,0.003522922,0.02123221],"category_scores_gemma":[0.1586459,0.0003015084,0.001088654,0.00548014,0.005553018,0.01541804,0.00590242,0.006760533,0.001853044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007703822,"about_ca_system_score_gemma":0.009250831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006333373,"about_ca_topic_score_gemma":0.01037716,"domain_scores_codex":[0.97576,0.01316778,0.00196176,0.001673494,0.004416445,0.003020536],"domain_scores_gemma":[0.8938556,0.04692656,0.0203643,0.002716609,0.01342518,0.02271168],"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":[0.000915064,0.0003236381,0.1356497,0.004724434,0.001114882,0.0004346571,0.005431934,0.0006461451,0.0001214386,0.1395166,0.387233,0.3238886],"study_design_scores_gemma":[0.0003916956,0.0006145896,0.1797541,0.02224742,0.0008740824,0.001601215,0.03925961,0.000776821,0.0002697268,0.5151049,0.2387363,0.0003696054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03332255,0.07115564,0.001410683,0.85344,0.007655269,0.00007377874,0.002072724,0.00005169931,0.03081762],"genre_scores_gemma":[0.8521407,0.0299588,0.001102396,0.1016581,0.008971714,0.0001960259,0.001650331,0.0002344825,0.004087477],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02123221,"threshold_uncertainty_score":0.1106939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3533455849318626,"score_gpt":0.514592108476374,"score_spread":0.1612465235445115,"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."}}