{"id":"W2170973139","doi":"10.1186/bcr331","title":"Reasons for Hope: Canadian Breast Cancer Research Conference, Le Concorde Hotel, Quebec City, Quebec, Canada, 3–5 May 2001","year":2001,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Breast cancer; General partnership; Medicine; Political science; Family medicine; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001444089,0.000560532,0.0005899777,0.0004808118,0.001612216,0.0002841449,0.001187772,0.0004069269,0.001509899],"category_scores_gemma":[0.0001529478,0.0005515448,0.0001732253,0.001194257,0.001118028,0.00004033331,0.0005276741,0.0008327955,0.00002823554],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004069169,"about_ca_system_score_gemma":0.04710211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998872,"about_ca_topic_score_gemma":0.9999895,"domain_scores_codex":[0.9927455,0.0005828664,0.0004670172,0.001497672,0.00144795,0.003259016],"domain_scores_gemma":[0.9936236,0.0001980367,0.0001116773,0.001118442,0.003606188,0.001342051],"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":[0.001687014,0.0002408675,0.1376676,0.0001103121,0.0006444694,0.0001298541,0.0001780138,0.00005340016,0.004244984,0.0004617695,0.8221285,0.03245332],"study_design_scores_gemma":[0.003034243,0.00008395072,0.4636182,0.000235617,0.00004681706,0.000239318,0.001013789,0.00002591538,0.002049239,0.00008925034,0.5288269,0.0007367912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.760748,0.007856581,0.00007111037,0.1912417,0.001136437,0.003764338,0.02166894,0.00008361496,0.01342929],"genre_scores_gemma":[0.9425991,0.003342682,0.00004656115,0.0006758808,0.001817412,0.002911329,0.0004844858,0.0001417712,0.04798083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3259506,"threshold_uncertainty_score":0.999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06559114556819776,"score_gpt":0.3780640673546925,"score_spread":0.3124729217864948,"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."}}