{"id":"W2143911748","doi":"10.1016/j.cpr.2010.06.013","title":"The subtyping of pathological gambling: A comprehensive review","year":2010,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":214,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; Chrysler (Canada)","funders":"","keywords":"Subtyping; Psychology; Psychopathology; Pathological; Personality; Clinical psychology; Etiology; Social psychology; Psychiatry; Pathology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005245914,0.001119117,0.009045579,0.0001251255,0.0002376431,0.00002095006,0.002222397,0.002056225,0.001361742],"category_scores_gemma":[0.002061379,0.0006230056,0.004668907,0.0009605729,0.001727813,0.00003703671,0.0003203697,0.00448384,0.003402943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002954435,"about_ca_system_score_gemma":0.000210082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003622498,"about_ca_topic_score_gemma":0.000001975083,"domain_scores_codex":[0.9850379,0.005407659,0.00636732,0.001845595,0.0003918125,0.0009496789],"domain_scores_gemma":[0.9857354,0.005412752,0.003829004,0.004227328,0.0004280469,0.0003675123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001382638,0.0006505421,0.00009453078,0.05305918,0.0004136365,0.0001597094,0.00000348305,2.717594e-10,2.937746e-8,0.0003358679,0.04413855,0.9011307],"study_design_scores_gemma":[0.000440499,0.0003421605,0.0004520964,0.1663766,0.006452275,0.0007413037,0.000001410192,6.427805e-9,4.939886e-9,0.00008812289,0.8246883,0.0004172339],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004242879,0.9834496,0.000006626944,0.0009890192,0.006623911,0.004318126,0.00008774926,0.0001133607,0.004407345],"genre_scores_gemma":[8.672542e-7,0.9900045,0.000167266,0.007317765,0.000401284,0.00110559,0.0002395612,0.0001315759,0.0006316031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9007134,"threshold_uncertainty_score":0.9996221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7851861396220342,"score_gpt":0.6744517093401882,"score_spread":0.110734430281846,"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."}}