{"id":"W2598288665","doi":"10.1080/16066359.2017.1307967","title":"A qualitative examination of factors underlying transitions in problem gambling severity: Findings from the Leisure, Lifestyle, &amp; Lifecycle Project","year":2017,"lang":"en","type":"article","venue":"Addiction Research & Theory","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Lethbridge; University of Calgary","funders":"Alberta Gambling Research Institute, University of Calgary","keywords":"Psychology; Feeling; Clinical psychology; Mental health; Social psychology; Narrative; Qualitative research; Developmental psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00504686,0.0001595981,0.0002268007,0.0003951526,0.0009660408,0.0001391692,0.0003864142,0.0001667873,0.0003359385],"category_scores_gemma":[0.0005862511,0.0001243803,0.0000993664,0.0003691217,0.0004613777,0.0003489979,0.00006767516,0.0006413922,0.00006211505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314064,"about_ca_system_score_gemma":0.0001031042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005973334,"about_ca_topic_score_gemma":0.001596876,"domain_scores_codex":[0.9951541,0.003123826,0.0003453637,0.000408016,0.0005579371,0.0004106917],"domain_scores_gemma":[0.996807,0.002072148,0.0001584091,0.0006668106,0.0002328045,0.00006284354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008446936,0.00216382,0.3010078,0.00004358456,0.000758149,0.00003491202,0.6141706,0.00001628378,0.004247203,0.03286388,0.000873057,0.04297597],"study_design_scores_gemma":[0.001254839,0.0001479002,0.9458944,0.0001644549,0.00005733468,0.000002063728,0.04342497,0.00001311736,0.0002449574,0.008328375,0.0003426761,0.0001248845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932427,0.0001197535,0.0004981114,0.0002941287,0.0001716848,0.0008830242,0.0002256698,0.00004915184,0.004515707],"genre_scores_gemma":[0.998278,0.00002402981,0.000165433,0.000009337246,0.0000370563,0.0002888575,0.0001636781,0.00002940486,0.001004162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6448866,"threshold_uncertainty_score":0.9029934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4646848348547505,"score_gpt":0.5460244093112593,"score_spread":0.08133957445650875,"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."}}