{"id":"W4398131750","doi":"10.4018/979-8-3693-1459-3.ch007","title":"Supporting First Responder and Veteran Men","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in medical diagnosis, treatment, and care (AMDTC) book series","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University","funders":"","keywords":"First responder; Psychology; Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001105352,0.0004914178,0.0004145204,0.0003802345,0.00156795,0.002785135,0.0008552411,0.002182415,0.03855961],"category_scores_gemma":[0.002524607,0.0002661161,0.0002840304,0.0003760197,0.0007199895,0.002584491,0.002237397,0.00290939,0.01136997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005752624,"about_ca_system_score_gemma":0.001992882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309037,"about_ca_topic_score_gemma":0.007024234,"domain_scores_codex":[0.9995523,0.0001758536,0.00001204014,0.00003843201,0.000153258,0.00006805843],"domain_scores_gemma":[0.9993606,0.0003183645,0.00005162431,0.00002712457,0.00006216614,0.0001801408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000309435,0.0001702657,0.001014603,0.0007530445,0.000005812986,0.001054827,0.01960217,0.00005753573,0.0008845279,0.01406508,0.5688208,0.3935403],"study_design_scores_gemma":[0.000009684378,0.0001299685,0.00230488,0.001196517,0.0000055798,0.002832384,0.0142781,0.00004564251,0.0002242521,0.003325488,0.9756367,0.00001085351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03232764,0.1457441,0.004423644,0.1323167,0.01727915,0.0004725002,0.0004733007,0.0007417544,0.6662213],"genre_scores_gemma":[0.06091188,0.1029344,0.01064629,0.04499316,0.003246028,0.0005449089,0.0004102121,0.0001825397,0.7761306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03855961,"threshold_uncertainty_score":0.1289948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803110067031538,"score_gpt":0.3876862926931928,"score_spread":0.3596551920228774,"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."}}