{"id":"W3152707443","doi":"10.2196/23432","title":"A Mental Health–Informed Physical Activity Intervention for First Responders and Their Partners Delivered Using Facebook: Mixed Methods Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Physical Activity and Health","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Health and Medical Research Council; Suicide Prevention Australia","keywords":"Mental health; Psychological intervention; Distress; Anxiety; Intervention (counseling); Social support; Medicine; Quality of life (healthcare); Psychology; Clinical psychology; Physical therapy; Psychiatry; Nursing; Psychotherapist","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":[0.005754834,0.001277957,0.001497836,0.000978508,0.002411487,0.00109256,0.001102751,0.001566661,0.005544364],"category_scores_gemma":[0.004644942,0.0007270575,0.00146401,0.0004954379,0.0007512945,0.001069352,0.001267223,0.001030166,0.0007524513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169662,"about_ca_system_score_gemma":0.003275501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033727,"about_ca_topic_score_gemma":0.004557686,"domain_scores_codex":[0.9967884,0.001853877,0.0002239815,0.000333826,0.0002766272,0.0005233272],"domain_scores_gemma":[0.9971139,0.001219474,0.0003357549,0.0002844964,0.0003365259,0.0007097413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04550834,0.4600672,0.03590967,0.007349626,0.0009378188,0.001556601,0.03896467,0.0006947181,0.01159757,0.0005271806,0.002994428,0.3938923],"study_design_scores_gemma":[0.06290614,0.7421286,0.1336251,0.001405688,0.001249604,0.0005392639,0.04112481,0.001667249,0.004591033,0.0007187576,0.009799263,0.0002445051],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862525,0.0002760916,0.0008611192,0.0001445561,0.00006162411,0.01162391,0.0001547645,0.00003597136,0.0005894857],"genre_scores_gemma":[0.9234815,0.001071864,0.008296036,0.0007412803,0.0001991519,0.06410956,0.0002558002,0.00001884774,0.001826066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005754834,"threshold_uncertainty_score":0.03043479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3753865234645562,"score_gpt":0.5959500750163366,"score_spread":0.2205635515517804,"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."}}