{"id":"W4237168302","doi":"10.1111/j.1360-0443.2007.02065.x","title":"News and Notes","year":2007,"lang":"en","type":"article","venue":"Addiction","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parliament; Legislation; Medicine; Family medicine; Demography; Pediatrics; Law; Political science; Sociology","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":[0.0004656675,0.00003860483,0.00004816212,0.00006587952,0.0004173892,0.00000242962,0.00001665197,0.00009070933,0.0001669786],"category_scores_gemma":[0.000179779,0.00003559662,0.000007476866,0.00009836306,0.00001301148,0.00007444285,0.000005570588,0.0001971545,0.0002193593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000770515,"about_ca_system_score_gemma":0.0000636908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006463199,"about_ca_topic_score_gemma":0.0004773891,"domain_scores_codex":[0.9994192,0.0000514975,0.0001618327,0.00009430803,0.00006272406,0.0002104184],"domain_scores_gemma":[0.9993865,0.0003138914,0.00005718913,0.0000808769,0.0000441926,0.0001173318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001334229,0.0000336203,0.4962299,0.00004508713,0.000004321398,5.07294e-7,0.002782644,2.17861e-7,0.0005405155,0.001123844,0.08059458,0.4185113],"study_design_scores_gemma":[0.000235113,0.00004034906,0.8620952,0.00005000899,0.000006599836,0.00000125754,0.001080202,0.00001218043,0.00008007151,0.0004878185,0.1358721,0.0000391106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763118,0.00035332,0.002251009,0.004177052,0.003086691,0.0002435846,0.000001752861,0.0001163009,0.01345848],"genre_scores_gemma":[0.9959683,0.00007280665,0.0006591573,0.001760259,0.000856476,0.00001277574,0.00001579114,0.000006894708,0.0006475306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4184722,"threshold_uncertainty_score":0.3210262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06477514563369557,"score_gpt":0.4593743781532353,"score_spread":0.3945992325195397,"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."}}