{"id":"W4390594149","doi":"10.2196/50200","title":"Promoting Return to Work After Vocational Rehabilitation Using a Work-Related Fitness App: Protocol for a Cluster-Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Protocol (science); Vocational education; Work (physics); Psychology; Cluster (spacecraft); Applied psychology; Rehabilitation; Physical therapy; Vocational rehabilitation; Medical education; Computer science; Medicine; Engineering; Alternative medicine; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02912322,0.006731264,0.01410896,0.002689329,0.003591906,0.004101051,0.003569178,0.008104805,0.06948946],"category_scores_gemma":[0.02656437,0.003460869,0.005858633,0.002765633,0.003982709,0.003249103,0.00257855,0.008126984,0.01118265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005674571,"about_ca_system_score_gemma":0.01443706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337257,"about_ca_topic_score_gemma":0.00572777,"domain_scores_codex":[0.9832435,0.008682771,0.001998563,0.001680269,0.00197739,0.002417501],"domain_scores_gemma":[0.988446,0.003358366,0.002178176,0.001620695,0.00287591,0.001520858],"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":[0.8788345,0.02900024,0.0005984114,0.02876733,0.003548782,0.0002835565,0.0006490939,0.003072217,0.002454201,0.003170352,0.01483554,0.0347857],"study_design_scores_gemma":[0.9520325,0.02533013,0.001258844,0.002722888,0.00106913,0.00003535541,0.0001202961,0.001656054,0.0006722286,0.00169927,0.01329087,0.0001124459],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001840828,0.000134504,0.0008121872,0.00007830119,0.0002180541,0.9961097,0.0004103309,0.00008446071,0.0003115725],"genre_scores_gemma":[0.001301883,0.00004969764,0.0007671671,0.00004697113,0.00002354296,0.9975839,0.00003996609,0.000003100311,0.0001837783],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06948946,"threshold_uncertainty_score":0.2324654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1816363787722215,"score_gpt":0.5638368584303077,"score_spread":0.3822004796580862,"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."}}