{"id":"W4388126432","doi":"10.1136/bmjopen-2023-075488","title":"Supporting adolescents’ participation in muscle-strengthening physical activity: protocol for the ‘Resistance Training for Teens’ (RT4T) hybrid type III implementation–effectiveness trial","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Psychological intervention; Fidelity; Sustainability; Medical education; Randomized controlled trial; Protocol (science); Socioeconomic status; Resistance (ecology); Intervention (counseling); Physical therapy; Nursing; Environmental health; Population; Alternative medicine; Engineering","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":[0.03550267,0.004440976,0.006106426,0.001629094,0.00273657,0.003472723,0.003806808,0.005888506,0.05668258],"category_scores_gemma":[0.02136831,0.002773536,0.004668361,0.001892785,0.00273784,0.003250011,0.002170383,0.007329634,0.00957729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004446699,"about_ca_system_score_gemma":0.01373358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003450653,"about_ca_topic_score_gemma":0.006705238,"domain_scores_codex":[0.9806439,0.01246157,0.002210944,0.001352933,0.001611307,0.001719448],"domain_scores_gemma":[0.991954,0.001846653,0.002088917,0.001017662,0.001750574,0.001342239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8274342,0.02545365,0.00177514,0.03243121,0.003201093,0.0003741495,0.001485056,0.003140037,0.002601393,0.005338089,0.03049523,0.06627065],"study_design_scores_gemma":[0.8987997,0.03762351,0.005067059,0.005631067,0.001303927,0.000113381,0.0004059216,0.002375521,0.00119009,0.003109209,0.04422579,0.0001547675],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002174324,0.000165969,0.0008480845,0.0001517716,0.0001397631,0.9949327,0.0008183877,0.00004693104,0.0007221891],"genre_scores_gemma":[0.002257373,0.00009350369,0.001177191,0.000104161,0.0000183139,0.9959258,0.0001242585,0.000003058602,0.0002962834],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05668258,"threshold_uncertainty_score":0.1896222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7849692603990597,"score_gpt":0.7604914011113846,"score_spread":0.0244778592876751,"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."}}