{"id":"W4246550278","doi":"10.1093/jnci/96.2.85-b","title":"","year":2004,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.004119273,0.0002756589,0.0005021211,0.0009124811,0.0005676383,0.001767124,0.0006380362,0.0008938131,0.04488607],"category_scores_gemma":[0.01455087,0.0002380403,0.00117539,0.0009543397,0.0004235893,0.0006599853,0.0007548734,0.001048535,0.01277391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382919,"about_ca_system_score_gemma":0.002150771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002314591,"about_ca_topic_score_gemma":0.004542908,"domain_scores_codex":[0.9965126,0.001141498,0.0004221936,0.0004574035,0.001256945,0.0002093661],"domain_scores_gemma":[0.9918904,0.002015042,0.001505308,0.0009030591,0.00276337,0.0009227306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00301418,0.0002883064,0.0355544,0.002243967,0.0007355027,0.000301625,0.0002185115,0.0001875377,0.002028546,0.005868692,0.2165357,0.733023],"study_design_scores_gemma":[0.0007635782,0.0009786499,0.05875992,0.001439581,0.0006250804,0.001600262,0.0002122964,0.0001458595,0.001824223,0.003165665,0.9304462,0.0000387383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1309614,0.1861758,0.01095222,0.1177702,0.0388215,0.001232607,0.01551509,0.001020434,0.4975508],"genre_scores_gemma":[0.5366362,0.06962786,0.01412496,0.1002442,0.01467801,0.001182855,0.01884013,0.0005378455,0.2441278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9551139,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943302990755978,"score_gpt":0.3206727442699616,"score_spread":0.2912397143624018,"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."}}