{"id":"W1725912200","doi":"10.1002/0471463736.tnmp02","title":"Prognostic Factors: Principles and Applications","year":2003,"lang":"en","type":"other","venue":"TNM Online","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Popularity; Identification (biology); Disease; Medicine; Population; Intensive care medicine; Computer science; Psychology; Pathology; Social psychology","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":[0.004949991,0.001404262,0.0008200223,0.004461182,0.001142115,0.004744756,0.001304763,0.00233787,0.004556313],"category_scores_gemma":[0.01113248,0.0005808588,0.0008122153,0.003779411,0.006798565,0.004271156,0.002157333,0.003313874,0.002750286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002233465,"about_ca_system_score_gemma":0.00157252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002105905,"about_ca_topic_score_gemma":0.001234781,"domain_scores_codex":[0.9973463,0.001057354,0.0002515061,0.0003170642,0.0009326102,0.00009526131],"domain_scores_gemma":[0.9971854,0.001593102,0.0001780895,0.0002218623,0.0007074607,0.0001141213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001474623,0.00001762528,0.0007415487,0.0001984176,0.00001808849,0.000101028,0.0002687766,0.001884474,0.00009242352,0.8700773,0.02109046,0.1054952],"study_design_scores_gemma":[0.00001235435,0.00002234532,0.0003583887,0.0004286537,0.00001294488,0.0002686216,0.0001049007,0.004453946,0.0001116064,0.8161656,0.178037,0.00002352615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004076223,0.1440008,0.6209958,0.04685097,0.004035608,0.0002862148,0.0008415195,0.0009567628,0.1779561],"genre_scores_gemma":[0.2168033,0.115041,0.5840133,0.01094054,0.009641422,0.001243315,0.0009786347,0.0003395587,0.06099889],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004949991,"threshold_uncertainty_score":0.02617836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490496530207537,"score_gpt":0.2603708000990606,"score_spread":0.2454658347969852,"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."}}