{"id":"W4207075077","doi":"10.1007/s10552-021-01539-6","title":"The Alberta moving beyond breast cancer (AMBER) cohort study: baseline description of the full cohort","year":2022,"lang":"en","type":"article","venue":"Cancer Causes & Control","topic":"Cancer survivorship and care","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Athabasca University; Alberta Health Services","funders":"Canadian Institutes of Health Research; Alberta Innovates; Canada Research Chairs; Alberta Cancer Foundation","keywords":"Medicine; Breast cancer; Cardiorespiratory fitness; Cohort; Overweight; Prospective cohort study; Cohort study; Cancer; Metabolic equivalent; Internal medicine; Physical therapy; Aerobic exercise; Body mass index; Physical activity","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":[0.0008360692,0.0007447337,0.0005577966,0.001216023,0.00162058,0.001059681,0.001191536,0.0006250404,0.003016621],"category_scores_gemma":[0.0008150071,0.0006268647,0.0005876597,0.002609975,0.0003704329,0.0003218837,0.0008153419,0.0006537262,0.0009852889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372694,"about_ca_system_score_gemma":0.003912349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7314299,"about_ca_topic_score_gemma":0.7800875,"domain_scores_codex":[0.9993649,0.00006614146,0.00003708474,0.0001464019,0.0002020826,0.0001834847],"domain_scores_gemma":[0.9996461,0.00001225194,0.00004906949,0.00006172704,0.0001364385,0.00009435609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001854638,0.000392338,0.9595075,0.0001373465,0.0003543275,0.0004321954,0.0007615219,0.0004082258,0.002077038,0.0004331562,0.0195778,0.01406397],"study_design_scores_gemma":[0.0001269832,0.0001095749,0.9933726,0.0000328352,0.00008170806,0.000104266,0.0002736406,0.000175316,0.00005834452,0.00005081717,0.005598358,0.00001553281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011595,0.001789748,0.001440031,0.0004046039,0.00007024751,0.002587825,0.08243415,0.000120984,0.009992886],"genre_scores_gemma":[0.9231459,0.00110595,0.003146467,0.0006836024,0.00006265008,0.002710474,0.05733062,0.00005605434,0.01175823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2685701,"threshold_uncertainty_score":0.5403035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111196945219872,"score_gpt":0.257432865725969,"score_spread":0.2463208962737703,"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."}}