{"id":"W4246267293","doi":"10.21203/rs.3.rs-542401/v1","title":"Advancing Scalability and Impacts of a Teacher Training Program for Promoting Child Mental Health in Ugandan Primary Schools: Protocol for a Hybrid-Type II Effectiveness-Implementation Cluster Randomized Trial","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NYU Grossman School of Medicine; York University; City University of New York","keywords":"Mental health; Protocol (science); Randomized controlled trial; Scalability; Cluster randomised controlled trial; Cluster (spacecraft); Psychology; Computer science; Medical education; Medicine; Psychiatry; Alternative medicine; Computer network","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08508708,0.007578234,0.01141805,0.004048331,0.004653723,0.00693854,0.005150717,0.00940618,0.07398784],"category_scores_gemma":[0.07566863,0.004468637,0.01009941,0.004600905,0.005936425,0.005625085,0.003818664,0.009880135,0.01432033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008913321,"about_ca_system_score_gemma":0.02341748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003999718,"about_ca_topic_score_gemma":0.005877864,"domain_scores_codex":[0.9417462,0.03587894,0.007620974,0.004089996,0.006115407,0.004548465],"domain_scores_gemma":[0.9623893,0.01249771,0.006370736,0.006864845,0.009056292,0.002821013],"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":[0.8048725,0.03074572,0.00221257,0.03637579,0.005290688,0.0005620557,0.002359078,0.005334137,0.003288619,0.01217616,0.02382292,0.07295986],"study_design_scores_gemma":[0.8757076,0.05065421,0.00377785,0.007987891,0.001936647,0.00008072643,0.0006700468,0.004046296,0.002246784,0.008629181,0.04400311,0.0002595841],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006941513,0.00005231934,0.0007923042,0.00005963523,0.00009927169,0.9976971,0.0003414923,0.0000395417,0.0002242058],"genre_scores_gemma":[0.0006901897,0.00002413496,0.001477418,0.00003908707,0.00001062803,0.9976239,0.00003629579,0.000003131359,0.0000952582],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08508708,"threshold_uncertainty_score":0.4499888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3480561561106409,"score_gpt":0.6936053437025647,"score_spread":0.3455491875919237,"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."}}