{"id":"W4239017327","doi":"10.1503/cmaj.051518","title":"News @ a glance","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.0007003183,0.001057895,0.0005349911,0.0008293869,0.001727311,0.003650814,0.001054055,0.005624424,0.5204895],"category_scores_gemma":[0.004134459,0.0003971616,0.0009000148,0.0007274107,0.000643039,0.002207567,0.001293786,0.005612426,0.4073378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147919,"about_ca_system_score_gemma":0.001852466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01720745,"about_ca_topic_score_gemma":0.04898274,"domain_scores_codex":[0.9992635,0.00006031184,0.00002905327,0.00007768537,0.0004435045,0.0001259834],"domain_scores_gemma":[0.9978215,0.0002415069,0.00007069151,0.0001348436,0.0009874267,0.0007441762],"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":[0.000008743858,0.000007132053,0.00002404909,0.00001282158,6.273277e-7,0.00002519203,0.000004206664,0.000003404432,0.00002696434,0.000130119,0.9911424,0.008614245],"study_design_scores_gemma":[0.00000575447,0.00000612712,0.0001996171,0.00002540733,8.47196e-7,0.00002839544,0.00002359776,0.000005356711,0.00001940736,0.00007991534,0.9996025,0.000003125514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005731613,0.006828848,0.0004924295,0.174137,0.1368712,0.0001504806,0.003387205,0.002124112,0.6754355],"genre_scores_gemma":[0.001057406,0.002355576,0.0002675442,0.05414878,0.01322764,0.00003575236,0.001136496,0.0002692925,0.9275014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5204895,"threshold_uncertainty_score":0.6839636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420447870487793,"score_gpt":0.2866327540362788,"score_spread":0.2724282753314008,"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."}}