{"id":"W4252446034","doi":"10.1002/cncr.24318","title":"CancerScope","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0007148348,0.0007422168,0.000770953,0.002101604,0.001223755,0.004492294,0.001223453,0.00190359,0.6001617],"category_scores_gemma":[0.004751998,0.0003608844,0.0008907201,0.002104135,0.000398576,0.002494644,0.002866732,0.002173747,0.4271661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164882,"about_ca_system_score_gemma":0.002101731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003176669,"about_ca_topic_score_gemma":0.004078072,"domain_scores_codex":[0.9991424,0.0001083442,0.00007494571,0.0001631645,0.0003839517,0.000127149],"domain_scores_gemma":[0.9980065,0.0003156269,0.0001630143,0.0002357124,0.0007900238,0.0004891654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005451477,0.00002166524,0.0006028236,0.0002510558,0.000008033104,0.0000904948,0.00004805964,0.0000212426,0.0001151985,0.002195132,0.9104077,0.08618406],"study_design_scores_gemma":[0.00001268459,0.00001002753,0.0005232764,0.0001193459,0.000004021653,0.0001777932,0.00003417851,0.00001248115,0.00004179874,0.0005921883,0.9984688,0.000003309636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001873655,0.01332609,0.001515128,0.0189964,0.01216449,0.0004148024,0.04293481,0.004510364,0.9042643],"genre_scores_gemma":[0.01669153,0.02037083,0.002914698,0.02453345,0.006148777,0.000522809,0.05819843,0.002232,0.8683875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6001617,"threshold_uncertainty_score":0.5703207,"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."}}