{"id":"W7074109314","doi":"","title":"Treatment outcomes and predictors of drop out for problem gamblers in South Australia : a cohort study","year":2010,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Cohort; Drop out; Population; Cohort study; Metropolitan area","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":[0.001197433,0.0002382539,0.000512327,0.001722957,0.0001552191,0.0001010574,0.001432623,0.0001201634,0.00001506787],"category_scores_gemma":[0.0002062361,0.0002097022,0.0001176328,0.001517412,0.0002653072,0.0004802296,0.000704475,0.000426952,0.000007110768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954203,"about_ca_system_score_gemma":0.0002817038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003570175,"about_ca_topic_score_gemma":0.01714748,"domain_scores_codex":[0.9971079,0.0003127491,0.0003520726,0.0008368819,0.0007640583,0.0006262903],"domain_scores_gemma":[0.997856,0.0003914444,0.0001516581,0.0009903864,0.0003680651,0.0002425136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000662126,0.001170962,0.9854001,0.0000250467,0.0002439893,0.0001212062,0.001251699,0.00002750734,0.0002881192,0.01074732,0.00007408329,0.0005837249],"study_design_scores_gemma":[0.004053847,0.001475174,0.9674916,0.00002756032,0.0001105654,0.000003187125,0.001128888,0.006759293,0.0001626829,0.0002192469,0.01823812,0.000329835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946954,0.000001829527,0.002640059,0.00034298,0.00009431875,0.001828992,0.0001719587,0.00005253763,0.0001718756],"genre_scores_gemma":[0.9867532,0.000003840779,0.01102157,0.000004615653,0.00002938521,0.00001690491,0.00004280183,0.00001371185,0.002113922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01816404,"threshold_uncertainty_score":0.9568697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08583742558033204,"score_gpt":0.3716880453960781,"score_spread":0.2858506198157461,"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."}}