{"id":"W4294958444","doi":"10.1001/jamaoncol.2022.3766","title":"Ensuring High-Quality Shared Decision-making for Lung Cancer Screening","year":2022,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Decision aids; Quality (philosophy); Cancer; Lung cancer; Lung cancer screening; MEDLINE; Intensive care medicine; Family medicine; Alternative medicine; Oncology; Pathology; 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":[0.1885662,0.0006995461,0.000962489,0.001654234,0.006544524,0.01648971,0.003819251,0.005621204,0.006438963],"category_scores_gemma":[0.2872934,0.0006525873,0.001688734,0.001191397,0.009821287,0.009476064,0.02272773,0.01320671,0.001844246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007142329,"about_ca_system_score_gemma":0.05828754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003447157,"about_ca_topic_score_gemma":0.005445133,"domain_scores_codex":[0.6982355,0.2438159,0.01104868,0.004909847,0.03064984,0.01134021],"domain_scores_gemma":[0.692669,0.1840867,0.02782389,0.02890532,0.03928204,0.027233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00018779,0.000801503,0.02848639,0.001315308,0.0004894807,0.001295284,0.04357957,0.006654615,0.001478444,0.2500027,0.1302504,0.5354584],"study_design_scores_gemma":[0.0002309865,0.0006091497,0.01191656,0.004587624,0.0001456822,0.001919388,0.0305987,0.007620786,0.003403385,0.5780301,0.3606068,0.00033084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02716902,0.004029847,0.1926573,0.6669578,0.004687271,0.001049998,0.0001470214,0.0005787968,0.1027231],"genre_scores_gemma":[0.639415,0.003424846,0.2528131,0.09168418,0.003161188,0.001317801,0.0002745951,0.0003167252,0.007592657],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1885662,"threshold_uncertainty_score":0.9972454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1905414767065744,"score_gpt":0.5235302621303454,"score_spread":0.332988785423771,"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."}}