{"id":"W2998766705","doi":"10.1371/journal.pone.0227644","title":"Problem gambling, associations with comorbid health conditions, substance use, and behavioural addictions: Opportunities for pathways to treatment","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Addiction; Context (archaeology); Comorbidity; Public health; Behavioral addiction; Distress; Psychiatry; Psychology; Population; Health care; Mental health; Logistic regression; Clinical psychology; Medicine; Environmental health","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":[0.001305006,0.0003953381,0.0008282981,0.001317408,0.0008465673,0.001912881,0.0005931519,0.001341947,0.005886728],"category_scores_gemma":[0.004742688,0.0004404759,0.001184609,0.001098995,0.0008788046,0.001872701,0.001298634,0.001859413,0.0001308982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396724,"about_ca_system_score_gemma":0.004890543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386105,"about_ca_topic_score_gemma":0.02718283,"domain_scores_codex":[0.9994062,0.0002938768,0.00003450984,0.00007262635,0.00005914439,0.0001336055],"domain_scores_gemma":[0.9978542,0.0009590362,0.0004458223,0.00004442119,0.0001692804,0.0005272951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007619581,0.001554028,0.850742,0.001257515,0.0007194374,0.001006888,0.0005913448,0.001028766,0.0003064388,0.005959853,0.003853262,0.1322185],"study_design_scores_gemma":[0.0001644971,0.0006320106,0.9674541,0.002142061,0.0006848989,0.001357785,0.003312263,0.003096385,0.0001033019,0.01731547,0.00367055,0.00006658358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7191203,0.1733248,0.002598203,0.09066242,0.0004020773,0.0002279839,0.0009689153,0.00007578817,0.01261952],"genre_scores_gemma":[0.9570789,0.03821042,0.001846598,0.001311527,0.000334251,0.000101293,0.0003441692,0.000005537707,0.0007673153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386105,"threshold_uncertainty_score":0.02756077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5515845100154337,"score_gpt":0.3798213433234506,"score_spread":0.1717631666919831,"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."}}