{"id":"W2418184386","doi":"","title":"Workshop report: identification of research needs breast cancer etiology.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Medicine; Breast cancer; Etiology; Psychosocial; Disease; Family medicine; Cancer; Environmental health; Gerontology; Pathology; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0009522507,0.00005901619,0.0001673463,0.0002583827,0.00004305684,0.00001036678,0.00007159069,0.00008545839,0.0001836299],"category_scores_gemma":[0.0001915065,0.000049466,0.00005340651,0.0007401333,0.0001483329,0.00005168406,0.00002825167,0.0002018284,0.000007504403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369421,"about_ca_system_score_gemma":0.00007464512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009319589,"about_ca_topic_score_gemma":0.0001273544,"domain_scores_codex":[0.9988772,0.0000377905,0.0003162684,0.0001705988,0.0002998894,0.0002982163],"domain_scores_gemma":[0.9990861,0.00005686555,0.0001118481,0.0003349388,0.0002914138,0.000118868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004071758,0.0001274427,0.6770514,0.00005254658,0.00007085782,0.00008769979,0.0002961009,0.000008270187,0.001071282,0.0001219826,0.01200168,0.3087036],"study_design_scores_gemma":[0.0003368446,0.000006692854,0.977486,0.00002002428,0.00002756891,0.0002857865,0.0002057251,0.00001049821,0.0004763819,0.00007561579,0.02102443,0.00004445694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870299,0.0006175214,0.00004824599,0.007959772,0.0003926753,0.0006064069,0.00001649688,0.0000346246,0.003294325],"genre_scores_gemma":[0.9842792,0.0008243661,0.000005073353,0.00006102317,0.000368948,0.0008239733,0.00001863197,0.00001174193,0.01360711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3086592,"threshold_uncertainty_score":0.2017165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09941881767712772,"score_gpt":0.3896631650822917,"score_spread":0.2902443474051639,"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."}}