{"id":"W2024568233","doi":"10.1007/s11764-015-0430-6","title":"Validation of the Godin-Shephard Leisure-Time Physical Activity Questionnaire classification coding system using accelerometer assessment among breast cancer survivors","year":2015,"lang":"en","type":"article","venue":"Journal of Cancer Survivorship","topic":"Cancer survivorship and care","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Concordia University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Physical activity; Breast cancer; Physical therapy; Coding (social sciences); Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009746316,0.0004749236,0.0005534068,0.001387743,0.0006873296,0.001046396,0.0008097867,0.0007105931,0.001176649],"category_scores_gemma":[0.01939813,0.0003954225,0.001030159,0.0009493735,0.0005744819,0.0007357096,0.001109153,0.000689531,0.0007603025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007205757,"about_ca_system_score_gemma":0.001260874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006805204,"about_ca_topic_score_gemma":0.01525515,"domain_scores_codex":[0.9957731,0.001505865,0.0008243388,0.0004940064,0.001145288,0.0002574202],"domain_scores_gemma":[0.9881961,0.003489259,0.001424492,0.0009508831,0.005685178,0.0002541733],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003310576,0.0003039796,0.9793853,0.00005937558,0.0001105107,0.00002212884,0.0009298255,0.0003546876,0.00184912,0.0001453227,0.0009290078,0.01557973],"study_design_scores_gemma":[0.00005283144,0.0004112222,0.991724,0.00006299861,0.00007399056,0.00008107988,0.001061244,0.003471819,0.001140386,0.0001113171,0.001790199,0.00001882376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908279,0.0001303144,0.004473212,0.0001162394,0.0001625581,0.0007273852,0.001312601,0.00003476527,0.002215123],"genre_scores_gemma":[0.9858527,0.0001237447,0.008876402,0.0001069896,0.00003425743,0.001301993,0.002518076,0.00003307074,0.001152947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9902537,"threshold_uncertainty_score":0.05154407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06833657396570043,"score_gpt":0.3542950051165623,"score_spread":0.2859584311508619,"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."}}