{"id":"W2068066595","doi":"10.2217/lmt.14.39","title":"Home Care Utilization and Costs in Stage IV Lung Cancer: a Canadian Public Payer Experience","year":2014,"lang":"en","type":"article","venue":"Lung Cancer Management","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Health Sciences Centre; Princess Margaret Cancer Centre; University Health Network; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cohort; Stage (stratigraphy); Lung cancer; Emergency medicine; Public health; Cancer; Disease; Internal medicine; Intensive care medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001118336,0.0002700087,0.0004653694,0.001741118,0.002333275,0.001788439,0.001027452,0.0005025817,0.002817497],"category_scores_gemma":[0.004787957,0.0002812103,0.0007217512,0.006644269,0.0006725348,0.0005735311,0.001014022,0.0009359872,0.0001693166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04881164,"about_ca_system_score_gemma":0.04434167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927922,"about_ca_topic_score_gemma":0.9937714,"domain_scores_codex":[0.9982594,0.0001297617,0.00007242576,0.000101522,0.0008959041,0.0005409941],"domain_scores_gemma":[0.9960992,0.0003079869,0.001020996,0.00008411978,0.001572687,0.0009150627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006202448,0.00005357548,0.9842779,0.00004587043,0.0000589883,0.0001296583,0.0009802547,0.0001943119,0.00003861879,0.0002712297,0.004916365,0.008971306],"study_design_scores_gemma":[0.00001155068,0.00002452405,0.9943833,0.00006795742,0.00003223146,0.0001031207,0.002041984,0.0004744909,0.00002214532,0.00005214055,0.002769288,0.0000171866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781424,0.002047438,0.00006672297,0.002907248,0.00002442361,0.00005788054,0.007996447,0.00001156203,0.008745921],"genre_scores_gemma":[0.9949597,0.001289451,0.00008669084,0.0002238883,0.00001524393,0.00001354599,0.002795255,0.00000462661,0.0006115669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04881164,"threshold_uncertainty_score":0.3541549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06597189559944983,"score_gpt":0.4049956213104003,"score_spread":0.3390237257109505,"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."}}