{"id":"W2158628201","doi":"10.1186/1479-5868-7-81","title":"Efficacy, effectiveness, and behavior change trials in exercise research","year":2010,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Physical Activity and Health","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs","keywords":"Clinical trial; Psychological intervention; Intervention (counseling); Physical therapy; Medicine; Randomized controlled trial; Test (biology); Behavioural sciences; Research design; Psychology; Physical medicine and rehabilitation; Psychotherapist; Nursing","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":["metaresearch"],"category_scores_codex":[0.5851992,0.002137487,0.008188239,0.006670109,0.003418106,0.008581358,0.002961754,0.01216488,0.007321222],"category_scores_gemma":[0.7218097,0.001542909,0.006315163,0.006751123,0.01626364,0.008764639,0.004927551,0.008127211,0.001081925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006103894,"about_ca_system_score_gemma":0.01066348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008038488,"about_ca_topic_score_gemma":0.001022655,"domain_scores_codex":[0.1697312,0.740034,0.05819157,0.005854577,0.0250441,0.001144505],"domain_scores_gemma":[0.1870052,0.7289414,0.04061959,0.01998871,0.02098286,0.002462173],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.07072023,0.00317053,0.01395087,0.2429884,0.01946589,0.0005034172,0.003540305,0.003029088,0.001051329,0.1849722,0.01313456,0.4434732],"study_design_scores_gemma":[0.1553095,0.05864611,0.04217442,0.2523042,0.03791986,0.00234706,0.002064457,0.008035043,0.004994894,0.3045953,0.1308974,0.0007119033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.02482587,0.6731021,0.0969313,0.0412671,0.02263389,0.09716706,0.001248376,0.0002792556,0.04254498],"genre_scores_gemma":[0.3590113,0.08815806,0.196053,0.02913123,0.01637422,0.3074125,0.000694025,0.0001639773,0.003001789],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4148008,"threshold_uncertainty_score":0.5115232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2688028211185569,"score_gpt":0.522338552804908,"score_spread":0.2535357316863512,"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."}}