{"id":"W2474760252","doi":"10.1186/s12885-016-2534-4","title":"The Alberta Moving Beyond Breast Cancer (AMBER) Cohort Study: Recruitment, Baseline Assessment, and Description of the First 500 Participants","year":2016,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Athabasca University; University of Calgary; University of Alberta","funders":"Canada Research Chairs; Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions; Alberta Cancer Foundation","keywords":"Surgical oncology; Baseline (sea); Medicine; Breast cancer; Cohort; Oncology; Cancer; Cohort study; Internal medicine; General surgery; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006394799,0.0001896137,0.0003053812,0.00003228435,0.0002574894,0.00003366859,0.0001488627,0.00005917775,0.0004560916],"category_scores_gemma":[0.00006333051,0.00008944439,0.00009413125,0.0002157409,0.0001713656,0.000118347,0.0001203487,0.0001227244,0.00000262818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004218472,"about_ca_system_score_gemma":0.0004315398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03074114,"about_ca_topic_score_gemma":0.5813086,"domain_scores_codex":[0.9983669,0.0001423065,0.000354382,0.0003537491,0.0004232738,0.0003594216],"domain_scores_gemma":[0.9986326,0.0002979581,0.0002054084,0.0005630024,0.0001810008,0.0001200165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002381306,0.00009438995,0.9790761,0.00005841711,0.0001648665,8.676744e-7,0.0006025664,0.000004773828,0.0006150083,0.00004710086,0.002211193,0.01688656],"study_design_scores_gemma":[0.001453981,0.00007154489,0.9773955,0.0004108099,0.0004246241,0.000007273622,0.000676082,0.0001217536,0.0002732991,0.00002656836,0.01900892,0.0001296111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891906,0.001582986,0.00008845237,0.005042955,0.001162089,0.00171793,0.0001476415,0.00002041411,0.001046886],"genre_scores_gemma":[0.9905902,0.001404695,0.000009460568,0.000483003,0.0003327678,0.001343161,0.000002236035,0.00003071239,0.005803839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5505674,"threshold_uncertainty_score":0.9757133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07064733466395792,"score_gpt":0.3514146792603425,"score_spread":0.2807673445963845,"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."}}