{"id":"W1967912275","doi":"10.1007/s10549-007-9503-1","title":"Quantitative exploration of possible reasons for the recent improvement in breast cancer survival","year":2007,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; Centre hospitalier universitaire de Québec; Hôpital du Saint-Sacrement","funders":"","keywords":"Breast cancer; Medicine; Relative survival; Relative risk; Cancer; Internal medicine; Oncology; Gynecology; Cancer registry; Confidence interval","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":[0.002297859,0.0001905622,0.0002940146,0.0008196696,0.000154557,0.0006643533,0.0003870521,0.000315036,0.002660638],"category_scores_gemma":[0.005184413,0.000129073,0.0004485445,0.00103484,0.0004008573,0.0004041943,0.0002293875,0.0004196555,0.0001642569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003771837,"about_ca_system_score_gemma":0.0002539062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206762,"about_ca_topic_score_gemma":0.001044363,"domain_scores_codex":[0.9995661,0.0001870811,0.00002844167,0.0001049981,0.00006673866,0.00004659136],"domain_scores_gemma":[0.9967651,0.00194579,0.0006098755,0.0003148677,0.000257615,0.0001066926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004550592,0.0001927107,0.7316636,0.00062092,0.001382357,0.0002036292,0.000364031,0.005197839,0.1489238,0.01508322,0.0009807021,0.09083664],"study_design_scores_gemma":[0.00002423613,0.0001980276,0.9873403,0.000008725582,0.0001712084,0.0001800153,0.0000976068,0.002372169,0.005745603,0.002525944,0.001325037,0.00001112064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829376,0.004182118,0.008209853,0.00103876,0.00004541224,0.00002432268,0.001824275,0.00006195177,0.001675731],"genre_scores_gemma":[0.9978096,0.0003294287,0.0007718761,0.00006155903,0.00002986519,0.000008870541,0.0003570435,0.00001014214,0.0006215691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002660638,"threshold_uncertainty_score":0.01215243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146133766551925,"score_gpt":0.4197868650635831,"score_spread":0.3051734884083906,"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."}}