{"id":"W1955206614","doi":"","title":"Cox models survival analysis based on breast cancer treatments.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Proportional hazards model; Breast cancer; Hazard ratio; Stage (stratigraphy); Internal medicine; Cancer; Radiation therapy; Survival analysis; Chemotherapy; Surgery; Gastroenterology; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01870142,0.001590825,0.002152623,0.001931148,0.0003761544,0.00107612,0.00184124,0.0008787012,0.01641753],"category_scores_gemma":[0.03506636,0.00071254,0.004223969,0.002194699,0.0005461068,0.001180439,0.001183775,0.003061088,0.003339382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060198,"about_ca_system_score_gemma":0.002541383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005345121,"about_ca_topic_score_gemma":0.004811134,"domain_scores_codex":[0.9859411,0.01098085,0.0004215128,0.00107331,0.001060586,0.0005225695],"domain_scores_gemma":[0.9677687,0.0268376,0.001724414,0.002419458,0.0009629246,0.0002869485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02119198,0.0007904036,0.1751634,0.007205377,0.02139045,0.001028627,0.001028476,0.2037357,0.001865536,0.05573763,0.1060017,0.4048608],"study_design_scores_gemma":[0.001940625,0.005845884,0.05551879,0.001172152,0.006137056,0.002016743,0.0004399156,0.7619456,0.001912753,0.06308759,0.09973286,0.0002500683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.147255,0.03188684,0.733398,0.004695924,0.00382489,0.003887768,0.05625936,0.007726895,0.01106523],"genre_scores_gemma":[0.7822115,0.007834652,0.1495875,0.001107807,0.001232701,0.006773983,0.02529988,0.001145794,0.0248062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01870142,"threshold_uncertainty_score":0.09890372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551507968124539,"score_gpt":0.2322309534408368,"score_spread":0.2167158737595914,"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."}}