{"id":"W4388233120","doi":"10.1002/cncr.35075","title":"Efficacy‐effectiveness gaps in oncology: Looking beyond survival","year":2023,"lang":"en","type":"article","venue":"Cancer","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care South East; Cancer Care Ontario; Queen's University; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Quality of life (healthcare); Clinical trial; Clinical Practice; Intensive care medicine; Cost–benefit analysis; Family medicine; Nursing; Internal medicine","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":[0.04837815,0.0007823242,0.002146451,0.002557509,0.001692944,0.006757598,0.002219538,0.01171088,0.005400467],"category_scores_gemma":[0.2288966,0.0004299712,0.001900894,0.002948478,0.008072187,0.01716449,0.003163259,0.01994075,0.0004608202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009784833,"about_ca_system_score_gemma":0.01100503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009257218,"about_ca_topic_score_gemma":0.01330271,"domain_scores_codex":[0.9665157,0.02431557,0.002337991,0.001261177,0.004629346,0.0009402683],"domain_scores_gemma":[0.5945668,0.3745302,0.01062631,0.002158572,0.01606734,0.00205089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003467987,0.00007801814,0.002506593,0.005383552,0.0005764331,0.0004282719,0.002317761,0.00418536,0.00009523395,0.4968954,0.3338685,0.1533182],"study_design_scores_gemma":[0.0001117126,0.0001185012,0.003356571,0.01856292,0.0002797126,0.0003704062,0.002112639,0.002310368,0.0001190883,0.7379708,0.2345686,0.0001187139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001258617,0.09967101,0.002315019,0.8864237,0.006898459,0.00001806061,0.0001160963,0.000008998637,0.003289931],"genre_scores_gemma":[0.1311951,0.2021782,0.003861596,0.5865443,0.0740035,0.0001764653,0.0001399274,0.00007313485,0.001827711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04837815,"threshold_uncertainty_score":0.2558512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3407654469990749,"score_gpt":0.4899266017310174,"score_spread":0.1491611547319425,"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."}}