{"id":"W4401502819","doi":"10.1016/j.comppsych.2024.152524","title":"PeerOnCall: Exploring how organizational culture shapes implementation of a peer support app for public safety personnel","year":2024,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Movember Foundation","keywords":"Thematic analysis; Organizational culture; Psychology; Psychological intervention; Resistance (ecology); Peer support; Public relations; Applied psychology; Qualitative research; Social psychology; Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001445397,0.000229302,0.0002553632,0.0002133741,0.0001959916,0.0001338475,0.0002367034,0.000100735,0.001953357],"category_scores_gemma":[0.00002830338,0.0002276701,0.0002599508,0.0004146366,0.00007436023,0.0004662962,0.00007354967,0.0001779634,0.0001804135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115051,"about_ca_system_score_gemma":0.0001831723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001847938,"about_ca_topic_score_gemma":0.00007441483,"domain_scores_codex":[0.9981911,0.00005634657,0.0005049356,0.000490209,0.0003556141,0.0004017919],"domain_scores_gemma":[0.9987198,0.00009793554,0.0001457113,0.0002102094,0.0006811224,0.0001452033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001754262,0.0006866907,0.01210804,0.00208912,0.0008199117,0.00000669493,0.01362083,0.000003922491,0.0004022708,0.6117666,0.3305406,0.02777986],"study_design_scores_gemma":[0.00463951,0.002496555,0.0913975,0.0006834881,0.0003069273,0.0002089925,0.1714028,0.0002328656,0.0004029064,0.02126979,0.7058799,0.001078709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6653195,0.01203234,0.05937673,0.1658374,0.05831957,0.006680134,0.009191416,0.001823229,0.02141963],"genre_scores_gemma":[0.9893618,0.00001022581,0.003465016,0.0005709237,0.0005746001,0.0003795389,0.000982513,0.00007541992,0.004579925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5904968,"threshold_uncertainty_score":0.998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09018613405912843,"score_gpt":0.3826984001698496,"score_spread":0.2925122661107211,"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."}}