{"id":"W4237943693","doi":"10.1111/j.1360-0443.2009.02730.x","title":"News and Notes","year":2009,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Commonwealth; Substance abuse; Medicine; Psychology; Library science; Psychiatry; Political science; Law","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":[0.00001196497,0.00003644812,0.00005804348,0.00002620751,0.00002384707,0.000003816435,0.000005175326,0.0000212811,0.00006391887],"category_scores_gemma":[0.00001340409,0.00002731824,0.00001621006,0.00004324675,0.000006905315,0.00004822465,9.954945e-7,0.0000241588,0.00003037596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001252222,"about_ca_system_score_gemma":0.000004097945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004856459,"about_ca_topic_score_gemma":0.00001163142,"domain_scores_codex":[0.9997984,0.000002571957,0.00004149663,0.00006188036,0.00004365599,0.00005203543],"domain_scores_gemma":[0.9998809,0.0000152611,0.000009969589,0.00005596873,0.00000873389,0.00002913013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001080334,0.00006006713,0.4515244,0.000001277572,0.00003255502,0.00002008066,0.0004168472,3.794001e-7,0.002727548,0.000440947,0.003015135,0.5416527],"study_design_scores_gemma":[0.001259553,0.0002306274,0.9895406,0.00002081506,0.00007961635,0.00002509566,0.00007271935,0.00002645031,0.003608639,0.0002813319,0.004813605,0.0000409521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933375,0.0006629925,0.00006452238,0.001713156,0.00005334854,0.00006649354,1.54624e-7,0.00007083529,0.004030956],"genre_scores_gemma":[0.998013,0.000257169,0.0003276064,0.0008260282,0.00008491136,0.000001358692,0.000009117152,0.000002365124,0.0004784074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5416118,"threshold_uncertainty_score":0.1114006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850892894781812,"score_gpt":0.2721915944821435,"score_spread":0.2536826655343254,"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."}}