{"id":"W4406955688","doi":"10.1123/jpah.2024-0571","title":"Weight-Inclusive Physical Activity: A Systematic Evaluation of Virtual Resources","year":2025,"lang":"en","type":"article","venue":"Journal of Physical Activity and Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General & Western Hospital Foundation; University Health Network; University of Toronto; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Physical activity; Systematic review; Psychology; MEDLINE; Medicine; Physical therapy; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.05211075,0.0008641721,0.004071667,0.008569618,0.001750618,0.003801472,0.001934903,0.001048686,0.002814084],"category_scores_gemma":[0.1298239,0.0008721091,0.003839218,0.006304161,0.002453915,0.004430905,0.006255616,0.001433871,0.0002682644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006415559,"about_ca_system_score_gemma":0.0205317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008032219,"about_ca_topic_score_gemma":0.02830365,"domain_scores_codex":[0.9540608,0.02456812,0.01266776,0.001565416,0.006339155,0.0007987543],"domain_scores_gemma":[0.9133744,0.05790704,0.01420586,0.002993692,0.009528013,0.001991127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002151156,0.0008470784,0.02480373,0.5250707,0.004471429,0.0002705508,0.02832028,0.0004410233,0.0004714481,0.001794119,0.003832249,0.4075262],"study_design_scores_gemma":[0.005268202,0.005235217,0.08500631,0.7734329,0.01832516,0.0005383663,0.04950381,0.00149509,0.001244732,0.002970627,0.05652892,0.0004506313],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4471025,0.3410763,0.009606651,0.004019892,0.0008711412,0.172779,0.009435317,0.0003142186,0.01479504],"genre_scores_gemma":[0.7293672,0.1142458,0.04000062,0.002024077,0.000123626,0.1112446,0.001993195,0.00009537084,0.0009055637],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05211075,"threshold_uncertainty_score":0.2755913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09036119834143311,"score_gpt":0.5057828819875153,"score_spread":0.4154216836460822,"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."}}