{"id":"W1536395067","doi":"10.1111/j.1360-0443.2007.01884.x","title":"A CROSS‐CUTTING RESEARCH AGENDA ON ALCOHOL, TOBACCO AND OTHER DRUGS: WHERE TO START?","year":2007,"lang":"en","type":"letter","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Medical prescription; Psychoactive substance; Substance use; Medicine; Environmental health; Psychiatry; Business; Psychology; Public relations; Political science; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006165599,0.0003049906,0.0003747614,0.0005865275,0.0002361855,0.00009259088,0.00008835494,0.0005762869,0.0009636325],"category_scores_gemma":[0.00009528318,0.000250899,0.0001138319,0.0003892349,0.0000922944,0.00009349643,0.00003885018,0.001399365,0.0006883446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003969674,"about_ca_system_score_gemma":0.00006487285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001915096,"about_ca_topic_score_gemma":0.0001254685,"domain_scores_codex":[0.9975274,0.00008974659,0.000299766,0.0005959707,0.0008610895,0.0006260286],"domain_scores_gemma":[0.9987809,0.0003622183,0.00008021038,0.0004889963,0.0001678735,0.000119766],"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":[0.0003200266,0.00003642224,0.03935035,0.00003701187,0.000199543,0.0004503082,0.001614089,7.103607e-7,0.00005402279,0.000006382492,0.9329094,0.02502172],"study_design_scores_gemma":[0.001588297,0.0004114925,0.008380212,0.0007568371,0.0001077759,0.00002385931,0.0003726242,0.000002459571,0.0004523,0.00001253219,0.9876832,0.0002083748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6875092,0.002616148,0.00001606617,0.2627151,0.001116224,0.002047486,0.0000608159,0.0003963887,0.04352257],"genre_scores_gemma":[0.0364459,0.0003679925,0.0005444129,0.8608723,0.009184786,0.000169145,0.0003567322,0.0002476095,0.09181111],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6510633,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0982811997066193,"score_gpt":0.3954932048685924,"score_spread":0.297212005161973,"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."}}