{"id":"W1533691338","doi":"10.7895/ijadr.v4i1.198","title":"Models of addiction and types of interventions: An integrative look","year":2015,"lang":"en","type":"article","venue":"The International Journal of Alcohol and Drug Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Addiction; Psychological intervention; Harm; Psychology; Intervention (counseling); Population; Scope (computer science); Harm reduction; Social psychology; Public health; Medicine; Psychiatry; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254259,0.00004933151,0.0001622693,0.0002443415,0.00002149932,0.00001421898,0.0001310415,0.00002003868,0.00002792963],"category_scores_gemma":[0.0001851006,0.00002605274,0.00006638785,0.0000832559,0.0002027045,0.0002368549,0.00004670873,0.0001662222,8.008813e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004237414,"about_ca_system_score_gemma":0.0001024642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006228864,"about_ca_topic_score_gemma":0.00004619787,"domain_scores_codex":[0.99892,0.0000928364,0.0002730969,0.00005705248,0.0005932241,0.00006376309],"domain_scores_gemma":[0.9982339,0.0001907372,0.0001413018,0.00007201881,0.001289034,0.00007302673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.03410728,0.004786126,0.3731088,0.0002322494,0.01023842,0.0004229118,0.156967,0.0007284908,0.02355066,0.06978387,0.02635854,0.2997156],"study_design_scores_gemma":[0.05408665,0.01434047,0.1880627,0.01422183,0.001708706,0.002815133,0.2210651,0.02055649,0.1904779,0.2899841,0.002034791,0.0006460499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935486,0.003572903,0.00008601652,0.001296401,0.00008954377,0.000087516,0.000003826965,0.000001999232,0.001313232],"genre_scores_gemma":[0.9977915,0.001197799,0.0002930227,0.00002130939,0.00008929458,0.000001729878,0.000003379351,0.000004165738,0.0005977493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2990696,"threshold_uncertainty_score":0.10624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1931013422997902,"score_gpt":0.4499067629210026,"score_spread":0.2568054206212124,"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."}}