{"id":"W2488994127","doi":"10.3747/co.23.3012","title":"The Prevalence and Nature of Supportive Care Needs in Lung Cancer Patients","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Lung cancer; Survivorship curve; Needs assessment; Information needs; Family medicine; Cancer; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007299116,0.00006957159,0.0001612538,0.00005334305,0.0000230711,0.000001748608,0.00006247863,0.0001015703,0.00005357233],"category_scores_gemma":[0.00008085621,0.00003641154,0.00002950649,0.0001128975,0.0001277486,0.00002746746,0.00004722235,0.0001780848,6.499562e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254701,"about_ca_system_score_gemma":0.0001860618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005136358,"about_ca_topic_score_gemma":0.001346155,"domain_scores_codex":[0.999409,0.00005124092,0.0001542658,0.0001229068,0.0001124967,0.0001501104],"domain_scores_gemma":[0.9994439,0.0001304382,0.00007598662,0.0001133408,0.0001865555,0.0000497879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001464428,0.00004946174,0.841752,0.0003726152,0.00001094456,0.000001191085,0.003305757,1.498593e-8,0.00004700442,0.00009072918,0.0007670987,0.1534567],"study_design_scores_gemma":[0.001715404,0.0003661541,0.9125848,0.0004747207,0.00007380865,0.000001451626,0.0009823201,0.000002504508,0.0005212069,0.00002501716,0.08318663,0.00006597598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615189,0.03525274,0.000001881861,0.0007496552,0.001557286,0.0002773105,0.00005904088,0.000005801518,0.0005774063],"genre_scores_gemma":[0.9939756,0.005634469,9.753415e-7,0.00005264978,0.00008261291,0.00006226358,0.000004422523,0.000005443552,0.000181538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1533908,"threshold_uncertainty_score":0.148482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211580003878422,"score_gpt":0.3763954454191115,"score_spread":0.3552374450312692,"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."}}