{"id":"W4401512254","doi":"10.21203/rs.3.rs-4692920/v1","title":"A process evaluation of the Walking In ScHools (WISH) Study using the RE-AIM framework","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Attendance; Psychological intervention; Intervention (counseling); Focus group; Psychology; Thematic analysis; Quarter (Canadian coin); Qualitative research; Medical education; Medicine; Geography; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1140141,0.0009099061,0.001894665,0.00190284,0.003702845,0.003064894,0.002434095,0.002086057,0.005725008],"category_scores_gemma":[0.1295448,0.0008241499,0.002096567,0.002441297,0.002891857,0.003142383,0.004771557,0.002957646,0.0007966153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005359162,"about_ca_system_score_gemma":0.01999144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007454509,"about_ca_topic_score_gemma":0.008043651,"domain_scores_codex":[0.9167758,0.06780171,0.004975988,0.00219189,0.00615909,0.002095554],"domain_scores_gemma":[0.8458341,0.1122449,0.006586486,0.01094087,0.01967353,0.004720159],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.07270945,0.1943141,0.04541122,0.01559793,0.001352528,0.0005198722,0.1476248,0.006790873,0.007615608,0.02143098,0.004184422,0.4824483],"study_design_scores_gemma":[0.09996161,0.4242433,0.1737217,0.007579994,0.006767295,0.0003420564,0.1758808,0.01310604,0.02929993,0.01775271,0.05071039,0.0006341989],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9130825,0.000454701,0.01742179,0.001002522,0.0002334673,0.05711524,0.0008208303,0.0001382572,0.009730721],"genre_scores_gemma":[0.892955,0.0004662771,0.04202588,0.0004401162,0.00008254521,0.06110349,0.0006106436,0.00006584971,0.00225006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8859859,"threshold_uncertainty_score":0.6029712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3641932689482338,"score_gpt":0.5856086528727964,"score_spread":0.2214153839245626,"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."}}