{"id":"W4391898268","doi":"10.31219/osf.io/vzeua","title":"Young Men’s Anxiety Presentations to Australian Ambulance Services","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Anxiety; Ambulance service; Psychology; Medical emergency; Medicine; Psychiatry","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":[0.0008456688,0.0001540991,0.0002287927,0.0008992776,0.001101468,0.0008263577,0.0003307431,0.0002197383,0.001970477],"category_scores_gemma":[0.002558716,0.0002863551,0.0003442609,0.0009966148,0.0004269897,0.0004598697,0.001131361,0.0004398446,0.000224453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204618,"about_ca_system_score_gemma":0.001385267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04801334,"about_ca_topic_score_gemma":0.1117969,"domain_scores_codex":[0.999356,0.0002013824,0.00006791592,0.00006149259,0.0001394472,0.0001737078],"domain_scores_gemma":[0.9992315,0.0001515081,0.0003391881,0.00003483151,0.0001174986,0.0001254769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000048119,0.00004853813,0.9712291,0.00008134292,0.0000225224,0.0004028213,0.01744272,0.00002639484,0.0003037649,0.0001328431,0.0003522763,0.009909422],"study_design_scores_gemma":[0.000002027453,0.00007403949,0.9804171,0.00004446534,0.000007899279,0.0003208721,0.01841356,0.00006303355,0.00006691802,0.00005260426,0.0005334093,0.000004099889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989974,0.000145001,0.00006299407,0.00007571351,0.000003291295,0.00004151295,0.0001365696,9.096796e-7,0.0005365522],"genre_scores_gemma":[0.9988802,0.0002688789,0.0001483731,0.0000641631,0.000005990422,0.00005002625,0.0001435466,5.702753e-7,0.0004382313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04801334,"threshold_uncertainty_score":0.09546775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177077465040512,"score_gpt":0.3558253567483989,"score_spread":0.3240545820979938,"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."}}