{"id":"W4416716904","doi":"10.1186/s12966-025-01843-3","title":"Development of the Physical Activity Research Opportunities (PARO) framework","year":2025,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Centers for Disease Control and Prevention; National Institutes of Health; Robert Wood Johnson Foundation; U.S. Department of Agriculture","keywords":"Behavioural sciences; Physical activity; Equity (law); Translational research; Health services research; Health equity; Information Dissemination; Health promotion","routes":{"ca_aff":true,"ca_fund":false,"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":[0.1583148,0.00198019,0.001641093,0.01925576,0.00755412,0.01261467,0.006313045,0.005510703,0.006132971],"category_scores_gemma":[0.09379197,0.001963757,0.004627989,0.01222513,0.0177302,0.01828017,0.0195185,0.007631163,0.002505956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01470466,"about_ca_system_score_gemma":0.06508718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009867483,"about_ca_topic_score_gemma":0.01357096,"domain_scores_codex":[0.8340864,0.1407197,0.008268514,0.005983831,0.007733461,0.003208178],"domain_scores_gemma":[0.8457283,0.1185089,0.007064457,0.006288122,0.01466067,0.007749578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005919997,0.00008633611,0.002911683,0.002983432,0.00007231734,0.0003944766,0.02761881,0.001279137,0.000277046,0.8824626,0.009711036,0.0721439],"study_design_scores_gemma":[0.0001092297,0.0002080031,0.002350394,0.009592835,0.0001663098,0.0007934358,0.03431462,0.00456382,0.0005147425,0.5460572,0.4012223,0.0001071667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01223388,0.01084798,0.7026183,0.08119452,0.001451466,0.01644585,0.003720945,0.0007773184,0.1707097],"genre_scores_gemma":[0.123347,0.004300196,0.8400488,0.00364325,0.0002631088,0.02075448,0.00183849,0.0001331566,0.00567148],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1583148,"threshold_uncertainty_score":0.8372587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7691103260200436,"score_gpt":0.7072519414753039,"score_spread":0.06185838454473969,"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."}}