{"id":"W4240710501","doi":"10.1111/j.1360-0443.2007.01749.x","title":"News and Notes","year":2007,"lang":"en","type":"article","venue":"Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","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":[0.0001256411,0.00005157507,0.00007554568,0.00006297398,0.00003792388,0.000005498025,0.0000127247,0.00005322503,0.00009048008],"category_scores_gemma":[0.0001211726,0.00004521515,0.00001392148,0.00009327658,0.00002489865,0.00005414533,0.000009396144,0.00008613292,0.0001271916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002484131,"about_ca_system_score_gemma":0.00001071033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001207499,"about_ca_topic_score_gemma":0.0001394575,"domain_scores_codex":[0.9995682,0.000006412859,0.00009869963,0.0001099566,0.0001022207,0.0001145057],"domain_scores_gemma":[0.9996916,0.00006679905,0.00002265336,0.0001044885,0.00002640452,0.00008802486],"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":[0.0001354762,0.0000645112,0.08086791,0.00001430971,0.00003153838,0.00003152551,0.001805894,0.000001166382,0.01758105,0.0002441587,0.006526597,0.8926958],"study_design_scores_gemma":[0.001839253,0.0005781355,0.7730119,0.00007373466,0.0001603561,0.0001687632,0.003801981,0.0002606579,0.02353066,0.0002135324,0.196185,0.0001760573],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725564,0.0002649536,0.002639878,0.0007771006,0.0001878881,0.0001246649,0.000002525638,0.0001120268,0.02333461],"genre_scores_gemma":[0.9975212,0.00007663197,0.0007422231,0.0004345608,0.0003086741,0.000001755327,0.00001680965,0.00001017812,0.0008879704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8925198,"threshold_uncertainty_score":0.184382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03584982739655014,"score_gpt":0.3358031753751358,"score_spread":0.2999533479785857,"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."}}