{"id":"W4414550555","doi":"10.1007/978-3-031-73363-5_130","title":"Alcohol, Depression, and Anxiety","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Saskatchewan Health Authority","funders":"","keywords":"Anxiety; Psychosocial; Mental health; Psychological intervention; Stressor; Coping (psychology); Context (archaeology); Public health; Socioeconomic status","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":[0.0001647654,0.0005688082,0.0003187019,0.0006222771,0.0006763564,0.001596879,0.000345191,0.0007897731,0.02698135],"category_scores_gemma":[0.0004159057,0.0001993553,0.0002317624,0.000596853,0.0007094564,0.001186267,0.0008502383,0.00195635,0.01245735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000833679,"about_ca_system_score_gemma":0.0009222017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003121444,"about_ca_topic_score_gemma":0.01145994,"domain_scores_codex":[0.9998814,0.00002406313,0.000005755954,0.00001452256,0.00006141067,0.00001294176],"domain_scores_gemma":[0.9998991,0.00003938416,0.000005728757,0.000005884718,0.00002477859,0.00002500341],"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":[0.00001408973,0.00004932284,0.0002566449,0.0002894682,0.000005379414,0.000123516,0.0004252149,0.00009091564,0.000290777,0.02206912,0.701417,0.2749686],"study_design_scores_gemma":[0.000003780369,0.00001528492,0.0009494981,0.0002631407,0.000002665299,0.0006462309,0.0001373623,0.00005759777,0.00004783597,0.009067919,0.9888043,0.000004382244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00153927,0.3322923,0.001151124,0.01812969,0.007907471,0.00008695701,0.0002104425,0.0001934155,0.6384893],"genre_scores_gemma":[0.008850463,0.1482925,0.001891359,0.01184116,0.003389549,0.00008141132,0.000246681,0.00005680939,0.8253502],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02698135,"threshold_uncertainty_score":0.09026164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165535011766049,"score_gpt":0.2746696206581701,"score_spread":0.2530142705405096,"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."}}