{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001573689,0.0001162188,0.0006913329,0.0002985198,0.00005719541,0.00005278095,0.000089127,0.0001029422,0.0000150204],"category_scores_gemma":[0.0001789554,0.00009417776,0.0001569142,0.000148797,0.0002007715,0.000484834,0.00005989734,0.001187557,0.000002298765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006684062,"about_ca_system_score_gemma":0.00005765038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000260749,"about_ca_topic_score_gemma":0.00003008266,"domain_scores_codex":[0.9984354,0.0003584668,0.0002691477,0.0001809721,0.000583137,0.0001728549],"domain_scores_gemma":[0.9983156,0.0008178971,0.0001834728,0.00007859064,0.0003779588,0.0002265083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005213849,0.0382857,0.02091482,0.0001460027,0.00002791172,0.0002266437,0.0005014603,4.990054e-8,0.4449966,0.0005244561,0.00003811646,0.4891244],"study_design_scores_gemma":[0.006023901,0.001097052,0.9596414,0.0005752374,0.0001122845,0.0001627027,0.00004867296,0.00003550906,0.03033911,0.001515872,0.00034757,0.0001007006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976984,0.00004571316,0.000005601996,0.001177419,0.0002768648,0.000744559,0.00002601717,0.000007621359,0.00001784021],"genre_scores_gemma":[0.998523,0.0002575142,0.00009868327,0.00002159575,0.0009734314,0.0001081748,0.000004602684,0.000009728064,0.000003273821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9387265,"threshold_uncertainty_score":0.5159412,"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."}}