{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002924876,0.0005735286,0.0006988391,0.001391184,0.002573351,0.001425283,0.002065929,0.0008773399,0.003456955],"category_scores_gemma":[0.00329738,0.0006132763,0.0004261853,0.001839632,0.0005658754,0.0005260615,0.001449505,0.0009469092,0.001529085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004946942,"about_ca_system_score_gemma":0.007083689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5232552,"about_ca_topic_score_gemma":0.617826,"domain_scores_codex":[0.9983903,0.0002450926,0.0001075206,0.0002861809,0.0006141229,0.0003568759],"domain_scores_gemma":[0.9988147,0.00008244327,0.0001410992,0.0001787073,0.0004642302,0.0003188319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001749182,0.001196616,0.9128691,0.0002657427,0.0001995997,0.0009651753,0.002967515,0.000300549,0.002315617,0.0008509284,0.03486588,0.04145408],"study_design_scores_gemma":[0.0002862353,0.0004949354,0.9739484,0.0002081024,0.0001150966,0.0004658829,0.001677056,0.0004878694,0.0002940289,0.0002211505,0.02175085,0.00005037053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989627,0.003483315,0.007487123,0.001563738,0.0001754544,0.0149181,0.05887863,0.000299169,0.01423183],"genre_scores_gemma":[0.893696,0.002421633,0.01702838,0.003625974,0.0001875244,0.02086435,0.04510219,0.0001476108,0.01692637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5232552,"threshold_uncertainty_score":0.959105,"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."}}