{"id":"W7133059865","doi":"","title":"The clinical significance of family history, young age at diagnosis and polymorphic variation in breast cancer","year":2006,"lang":"","type":"dissertation","venue":"TSpace","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Clinical significance; Proportional hazards model; Estrogen receptor; Pathological; Family history; Lymphovascular invasion; Cohort; Cancer; Estrogen","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":[],"consensus_categories":[],"category_scores_codex":[0.0007388815,0.0002375619,0.0002955826,0.0007021289,0.0004946134,0.0003823723,0.0002759976,0.0004194901,0.001801022],"category_scores_gemma":[0.004019117,0.000162294,0.0003410134,0.0008582948,0.0003818031,0.000296162,0.0002333703,0.0003449571,0.0001496434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003463913,"about_ca_system_score_gemma":0.0003998503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025698,"about_ca_topic_score_gemma":0.01359733,"domain_scores_codex":[0.999352,0.0002375153,0.00003867253,0.000165277,0.0001063661,0.0001000969],"domain_scores_gemma":[0.9972511,0.001148618,0.0009213533,0.0001636313,0.000123212,0.0003921254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008777736,0.000009311255,0.9970642,0.000006895262,0.00003731196,0.0004909869,0.00007334031,0.00005075579,0.0002382662,0.00002357218,0.00005535183,0.001862204],"study_design_scores_gemma":[0.0000023386,0.00003961335,0.9980808,0.000005415249,0.00002150044,0.001413147,0.00005472077,0.0001238565,0.00004436773,0.00005203974,0.0001588412,0.000003347501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965676,0.001852297,0.0002243149,0.0001546034,0.00001633945,0.000004408309,0.0002406415,0.000006991498,0.0009327094],"genre_scores_gemma":[0.9994751,0.0001935147,0.00007945296,0.00001970285,0.00001238226,0.000001719583,0.00007193525,0.000002026624,0.0001441842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025698,"threshold_uncertainty_score":0.02039456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600265060200394,"score_gpt":0.3308808801567635,"score_spread":0.3048782295547596,"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."}}