{"id":"W4312477273","doi":"10.2196/40145","title":"Web-Based Mind-Body Tactical Resilience Training Program for First Responders: Pre-Post Study Assessing Feasibility, Acceptability, and Usability","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Australian Government","keywords":"Usability; Mindset; Preparedness; Mental health; Web application; Psychology; Cognition; Psychological resilience; Medicine; Applied psychology; Clinical psychology; Psychiatry; World Wide Web; Computer science; 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":[0.002589104,0.0005720254,0.000823259,0.0006564267,0.0008433971,0.0005931694,0.000407681,0.0006126486,0.005189802],"category_scores_gemma":[0.005482971,0.0004084876,0.0009506539,0.0002704642,0.0003400153,0.0005446346,0.0006015919,0.001138974,0.001027572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004043157,"about_ca_system_score_gemma":0.0009146372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360154,"about_ca_topic_score_gemma":0.002516695,"domain_scores_codex":[0.9992054,0.0003056052,0.00007506853,0.00007990501,0.0001422681,0.0001917802],"domain_scores_gemma":[0.9967651,0.0009982542,0.0003578807,0.0002511843,0.0007853401,0.0008422023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02512771,0.2793197,0.3074017,0.003596335,0.0005135093,0.001696664,0.02288142,0.001485144,0.02163749,0.0001769512,0.005381695,0.3307816],"study_design_scores_gemma":[0.004576332,0.2742142,0.6917125,0.0003538702,0.0004040569,0.0005469539,0.01395184,0.00222197,0.00660467,0.0001170322,0.005149489,0.0001470628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997271,0.00003529088,0.0002231982,0.00005875845,0.00001443696,0.001758084,0.0001443533,0.00003362893,0.000461277],"genre_scores_gemma":[0.9874926,0.000190063,0.003965178,0.0001940273,0.00003695032,0.006137225,0.0003235039,0.00001760546,0.001642933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005189802,"threshold_uncertainty_score":0.01736164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2403901589914881,"score_gpt":0.5531400914857822,"score_spread":0.3127499324942942,"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."}}