{"id":"W4387428522","doi":"10.1186/s12889-023-16810-5","title":"A cluster randomised controlled trial to assess the effectiveness of a multi-strategy sustainability intervention on teachers’ sustained implementation of classroom physical activity breaks (energisers): study protocol","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Health and Medical Research Council","keywords":"Cluster randomised controlled trial; Medicine; Psychological intervention; Biostatistics; Sustainability; Randomized controlled trial; Intervention (counseling); Medical education; Officer; Nursing; Scale (ratio); Public health; Physical therapy; Family medicine","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":[0.01810177,0.004917545,0.0108533,0.002124522,0.002243109,0.00270235,0.003504729,0.006271819,0.03550912],"category_scores_gemma":[0.02098697,0.002376356,0.003476408,0.002237658,0.003278891,0.003056818,0.002093392,0.005438083,0.004787559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004232825,"about_ca_system_score_gemma":0.01314647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004322633,"about_ca_topic_score_gemma":0.00872693,"domain_scores_codex":[0.9850397,0.008898569,0.001340871,0.001817173,0.001407599,0.001496094],"domain_scores_gemma":[0.9914642,0.003195759,0.001741079,0.0009221252,0.001086299,0.001590574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9498701,0.01405712,0.0003199223,0.008501511,0.001706808,0.00006652139,0.0002301191,0.0008927956,0.000678434,0.0009121026,0.003008554,0.01975604],"study_design_scores_gemma":[0.9796213,0.01742007,0.0003847424,0.0002902015,0.0002774364,0.000008731825,0.00002617242,0.0003907595,0.0001066903,0.0002818387,0.001170932,0.00002100688],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04012164,0.001181786,0.002534358,0.0004637673,0.00094809,0.9506842,0.001763742,0.0003478609,0.001954469],"genre_scores_gemma":[0.02641487,0.0003617173,0.004868541,0.0003029611,0.0001071792,0.9664696,0.0002169539,0.00001169224,0.00124644],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03550912,"threshold_uncertainty_score":0.1187898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3915765755761638,"score_gpt":0.6498835445350792,"score_spread":0.2583069689589154,"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."}}