{"id":"W2991136349","doi":"10.1080/14459795.2019.1697343","title":"A longitudinal examination of gambling subtypes in young adulthood","year":2019,"lang":"en","type":"article","venue":"International Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Manitoba","funders":"","keywords":"Psychology; Impulsivity; Latent class model; Longitudinal study; Young adult; Anxiety; Depression (economics); Clinical psychology; Developmental psychology; Psychiatry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003740585,0.0001764114,0.0003062914,0.0005126196,0.00003318167,0.00002114303,0.0002129175,0.0000772504,0.0002511092],"category_scores_gemma":[0.0001435187,0.0001665114,0.00009369356,0.0002720096,0.00005571786,0.0001520061,0.00008152407,0.0001504494,0.0001907387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131304,"about_ca_system_score_gemma":0.00001543391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002405495,"about_ca_topic_score_gemma":0.0001772556,"domain_scores_codex":[0.9984661,0.0000669027,0.0004571633,0.0003850632,0.0003878561,0.0002369184],"domain_scores_gemma":[0.9989977,0.0001903789,0.0002058646,0.0002101002,0.0003700004,0.00002595324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009718122,0.0003587172,0.9849082,0.00002417129,0.0003544242,0.00002885196,0.006425446,0.00007706433,0.0005595206,0.003062065,0.00002934713,0.004075023],"study_design_scores_gemma":[0.001672322,0.0001267279,0.9931148,0.0001922863,0.00004121451,0.00002033199,0.003646964,0.00007884156,0.0006743164,0.0002232256,0.00006186967,0.0001470829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839157,0.0007070719,0.00004017974,0.0001053649,0.002768446,0.000215545,0.00001377152,0.00004359291,0.01219029],"genre_scores_gemma":[0.997341,0.00008893786,0.0003144205,0.00001449673,0.00009455,0.00005409299,0.00002188657,0.00002051042,0.002050095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342527,"threshold_uncertainty_score":0.6790138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329932304075749,"score_gpt":0.4330852195033313,"score_spread":0.3000919890957564,"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."}}