{"id":"W6964699550","doi":"10.3389/fpsyg.2024.1303063.s001","title":"Table_1_Longitudinal assessment of psychological distress and its determinants in a sample of firefighters based in Montreal, Canada.DOCX","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distress; Anxiety; Coping (psychology); Psychological distress; Mental health; Social support; Perspective (graphical); Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005067999,0.0007439421,0.0004665133,0.003068076,0.002461726,0.0009781115,0.001646652,0.0004516291,0.09111924],"category_scores_gemma":[0.003257025,0.0004336523,0.000603939,0.004662263,0.0003607941,0.0006740967,0.0006717914,0.0006774376,0.006200566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008424752,"about_ca_system_score_gemma":0.01104598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9319384,"about_ca_topic_score_gemma":0.9473778,"domain_scores_codex":[0.9997146,0.00002848322,0.00002592526,0.00005309078,0.00007681637,0.0001009996],"domain_scores_gemma":[0.9978445,0.0002457361,0.0002230335,0.00007200539,0.001352587,0.0002621721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001830921,0.0001750553,0.5085018,0.0006793567,0.00008219393,0.0002263512,0.001205763,0.0003753784,0.000392467,0.0003521745,0.458115,0.02971145],"study_design_scores_gemma":[0.00004317355,0.0000601511,0.9694848,0.0001892239,0.00002282277,0.000105007,0.00177838,0.0002360596,0.0001127089,0.00007254314,0.02786064,0.00003444187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.08509455,0.0004077629,0.0003970539,0.0009771358,0.0001044527,0.001383338,0.9006389,0.0003215008,0.01067526],"genre_scores_gemma":[0.4220605,0.00166097,0.004149534,0.001306754,0.0001644315,0.004727509,0.5164809,0.0002284235,0.04922103],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09111924,"threshold_uncertainty_score":0.3048242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288375307153822,"score_gpt":0.3393422583231878,"score_spread":0.3064585052516496,"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."}}