{"id":"W4379470503","doi":"10.3390/healthcare11111648","title":"Addictive Behaviors, Depression, and Quality of Life among Korean Fishermen","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Depression (economics); Addiction; Life satisfaction; Quality of life (healthcare); Clinical psychology; Alcohol dependence; Mental health; Psychiatry; Alcohol; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002319093,0.0001215758,0.000256255,0.0001080477,0.0001055847,0.000007706042,0.00008172377,0.0001551801,0.0002143271],"category_scores_gemma":[0.0000401446,0.0001101952,0.00005128236,0.0002381512,0.00008650465,0.00004667529,0.00005362636,0.0001486794,0.00004964734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002599537,"about_ca_system_score_gemma":0.00003830816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001312,"about_ca_topic_score_gemma":0.0008311477,"domain_scores_codex":[0.998661,0.000224074,0.0003260315,0.0003289131,0.0001792832,0.0002807302],"domain_scores_gemma":[0.9991177,0.00009212572,0.0001362279,0.0003493079,0.00008098903,0.0002236149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005853098,0.00009921858,0.9835366,0.00003996101,0.00002488638,0.00001699648,0.003164719,1.301515e-7,0.00003610338,0.0001602613,0.00131103,0.01155157],"study_design_scores_gemma":[0.0007468124,0.00009732257,0.9972288,0.00003609374,0.00002347262,0.000001404292,0.001543983,8.103605e-7,0.00006207561,0.00008039994,0.00009298851,0.00008583963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974042,0.0002787735,0.000001096765,0.0002609653,0.0002927864,0.0002850973,0.000240587,0.0001377835,0.00109874],"genre_scores_gemma":[0.9987696,0.0000281756,0.00002116583,0.00007859598,0.00003311984,0.0001020098,0.0001510512,0.00002265252,0.0007936179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136922,"threshold_uncertainty_score":0.9965793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1721637786004988,"score_gpt":0.4521706811587318,"score_spread":0.280006902558233,"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."}}