{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001357034,0.001073216,0.0006497545,0.001443227,0.001899111,0.006291646,0.001590003,0.005879251,0.4393817],"category_scores_gemma":[0.008066432,0.0004360065,0.0007994971,0.001807951,0.0007857857,0.003847833,0.001914452,0.005606112,0.4014414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705969,"about_ca_system_score_gemma":0.003228854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006992652,"about_ca_topic_score_gemma":0.0131085,"domain_scores_codex":[0.9984192,0.0001009753,0.00008672992,0.000183261,0.0009556012,0.0002541723],"domain_scores_gemma":[0.9969272,0.0005940013,0.0001864088,0.0003548459,0.001155845,0.0007815897],"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":[0.00001445642,0.000007375662,0.00002098091,0.00004520412,8.386859e-7,0.00003236381,0.00001286326,0.000003662559,0.00004014706,0.0008082674,0.9854985,0.01351525],"study_design_scores_gemma":[0.000003521205,0.000004507901,0.0001421192,0.00004858325,6.698806e-7,0.00001882241,0.00002595279,0.000003454077,0.00002108764,0.0001330245,0.9995959,0.000002260554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004708929,0.009713736,0.0003435866,0.1049683,0.1647964,0.0001925405,0.00694476,0.001027979,0.7115417],"genre_scores_gemma":[0.0013021,0.003818224,0.0002559297,0.03816364,0.01303174,0.00008141323,0.002734569,0.0002366628,0.9403758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5606183,"threshold_uncertainty_score":0.7996539,"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."}}