{"id":"W60229134","doi":"10.1002/cncr.24058","title":"CancerScope","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Underinsured; Poverty; Population; Cancer; Medicaid; Health care; Gerontology; Family medicine; Law; Political science; Health insurance; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006127923,0.0007137511,0.0006894072,0.001500891,0.001069654,0.004179816,0.001329231,0.002361874,0.7139421],"category_scores_gemma":[0.003605374,0.0003884766,0.0008217511,0.001058213,0.0004028737,0.002197338,0.002648427,0.002866145,0.5576131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008646337,"about_ca_system_score_gemma":0.00171984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612465,"about_ca_topic_score_gemma":0.002688588,"domain_scores_codex":[0.9993512,0.00006899366,0.00004353136,0.0001215664,0.0003224369,0.00009223105],"domain_scores_gemma":[0.9985006,0.000213065,0.00009480724,0.0001806928,0.0005155075,0.0004953953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003752933,0.00002278565,0.0002087931,0.0001477405,0.000004232048,0.0001031653,0.00001894134,0.00002026207,0.0001582632,0.001741931,0.928111,0.06942537],"study_design_scores_gemma":[0.00001150059,0.000009009665,0.0002106494,0.00008462437,0.000002414479,0.0002441948,0.00001569178,0.00001602726,0.00005664748,0.0005315527,0.9988149,0.000002680868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009936363,0.0108104,0.001684737,0.01479805,0.01183639,0.0003649365,0.01175572,0.004897753,0.9428585],"genre_scores_gemma":[0.008772399,0.01354291,0.00215457,0.01748544,0.004376009,0.0003119225,0.01405891,0.001843574,0.9374542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7139421,"threshold_uncertainty_score":0.4080269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233959688603334,"score_gpt":0.2523210404895164,"score_spread":0.2199814436034831,"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."}}