{"id":"W4282922536","doi":"10.2196/preprints.39977","title":"Development of a ParticipACTION App–Based Intervention for Improving Postsecondary Students’ 24-Hour Movement Guideline Behaviors: Protocol for the Application of Intervention Mapping (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; University of Saskatchewan; University of Ottawa; University of Victoria; Canadian Society for Exercise Physiology; Public Health Ontario; University of British Columbia; Queen's University","funders":"","keywords":"Intervention mapping; Intervention (counseling); Psychology; Protocol (science); Mental health; Guideline; Applied psychology; Coping (psychology); Psychological intervention; Medical education; Medicine; Clinical psychology; Psychiatry; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02075802,0.002233058,0.002013871,0.001588686,0.003958016,0.001923932,0.002444878,0.003525314,0.08098637],"category_scores_gemma":[0.02912717,0.00228821,0.002057174,0.001012434,0.001735392,0.002190318,0.003227175,0.005270313,0.01178889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002895002,"about_ca_system_score_gemma":0.0161758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564365,"about_ca_topic_score_gemma":0.004697788,"domain_scores_codex":[0.9882358,0.006786635,0.001443114,0.001066359,0.001459894,0.001008225],"domain_scores_gemma":[0.9870309,0.005649762,0.0008816081,0.001500155,0.003768653,0.001168912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03705168,0.04659188,0.002412499,0.04450589,0.0003305151,0.0009490069,0.01422413,0.003750218,0.01043098,0.01179626,0.1921921,0.6357648],"study_design_scores_gemma":[0.1149215,0.05960301,0.02860172,0.02632197,0.0007987758,0.0005241333,0.009595013,0.005804706,0.023391,0.01531577,0.7143093,0.0008130757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003993423,0.00008944044,0.006785161,0.0003592464,0.0003493333,0.9840206,0.001435142,0.0002446944,0.002723053],"genre_scores_gemma":[0.001144398,0.00005043081,0.007067524,0.0001068662,0.00001296091,0.9908561,0.00009986758,0.000007927394,0.0006540038],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08098637,"threshold_uncertainty_score":0.2709264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130104089956334,"score_gpt":0.4534294485459866,"score_spread":0.3404190395503532,"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."}}