{"id":"W1774687382","doi":"10.1111/j.1360-0443.2011.03376.x","title":"IN SUPPORT OF SUBSTANCE USE DISORDERS","year":2011,"lang":"en","type":"letter","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Psychiatry; Substance abuse; Confusion; Mental health; Disease; Psychology; Substance use; Psychoactive substance; Medicine; Clinical psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004490144,0.000184507,0.0003800967,0.0002485303,0.00001217621,0.000003120444,0.00005138218,0.0003755573,0.001041806],"category_scores_gemma":[0.00001284383,0.0001597825,0.0001325493,0.0001841334,0.00005242641,0.000190792,0.000003402648,0.0004659555,0.00008147606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009645295,"about_ca_system_score_gemma":0.00003632561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001450715,"about_ca_topic_score_gemma":0.0007562992,"domain_scores_codex":[0.9990536,0.0000213509,0.0002805131,0.0002294194,0.0002102226,0.0002048792],"domain_scores_gemma":[0.9994177,0.0000648378,0.0001431083,0.0003133822,0.00003775943,0.00002319831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009655566,0.00005514477,0.1450654,0.00002605639,0.00009343824,0.0001980332,0.0006470665,1.101076e-7,0.00001568705,0.000008006114,0.8533164,0.0004780483],"study_design_scores_gemma":[0.001933389,0.0001965526,0.08191071,0.0001547148,0.000294251,0.00001578412,0.00002415591,0.000001004103,0.0004846353,0.000114517,0.9146935,0.0001768131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.685006,0.001467096,0.00006894214,0.2937447,0.00338472,0.001912959,0.00007996836,0.0002804295,0.01405518],"genre_scores_gemma":[0.1725067,0.006246784,0.0006212654,0.7493212,0.002058047,0.0001810063,0.003026172,0.0002133821,0.06582547],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5124993,"threshold_uncertainty_score":0.9998714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949055878201531,"score_gpt":0.2552039923009161,"score_spread":0.2257134335189008,"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."}}