{"id":"W2906066359","doi":"10.1002/cam4.1896","title":"Lung cancer costs by treatment strategy and phase of care among patients enrolled in Medicare","year":2018,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Cancer; Lung cancer; Phase (matter); Intensive care medicine; Oncology; 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":[0.001227606,0.0002616719,0.0003663791,0.001458085,0.0003035505,0.0009670666,0.0005273605,0.0004014114,0.001227356],"category_scores_gemma":[0.007957116,0.0002107361,0.0009289206,0.002245335,0.0001961815,0.0009337474,0.0006778128,0.0006708618,0.0001078681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002288975,"about_ca_system_score_gemma":0.000984113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02183279,"about_ca_topic_score_gemma":0.0211701,"domain_scores_codex":[0.9986046,0.0004850288,0.000206889,0.0001893378,0.0002454896,0.0002686504],"domain_scores_gemma":[0.9957215,0.0007607768,0.0027673,0.00011032,0.0002801695,0.0003599146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001945645,0.00008348269,0.9940429,0.00002223562,0.0001873289,0.00003137227,0.00004141392,0.0007605416,0.00003634935,0.0002064489,0.0006447263,0.003748605],"study_design_scores_gemma":[0.0000305986,0.0001363507,0.9959605,0.00003498968,0.00008856599,0.0001233712,0.0001470334,0.002731677,0.00006345948,0.0001716875,0.0005044829,0.000007335711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936323,0.0007294972,0.0001444146,0.0004021574,0.000007241802,0.00003936126,0.004188766,0.000007881042,0.0008484207],"genre_scores_gemma":[0.9962075,0.0002478948,0.0001490228,0.0001193003,0.00002041985,0.00003765444,0.003091659,0.00000266885,0.0001239048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02183279,"threshold_uncertainty_score":0.04341143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337335935266383,"score_gpt":0.3607895046383623,"score_spread":0.3474161452856985,"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."}}