{"id":"W4246932588","doi":"10.1503/cmaj.110067","title":"Clinical shorts","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemoprophylaxis; Human immunodeficiency virus (HIV); Medicine; Family medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00339036,0.0008141339,0.0007129054,0.001571105,0.002807108,0.003493169,0.001935443,0.005709883,0.3874897],"category_scores_gemma":[0.0257646,0.0003999562,0.0006730353,0.001208592,0.001353825,0.002731199,0.003058749,0.004964961,0.1876695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002372455,"about_ca_system_score_gemma":0.007565779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004364672,"about_ca_topic_score_gemma":0.008060199,"domain_scores_codex":[0.9972904,0.0005785802,0.0003830282,0.0002990808,0.001115235,0.0003336325],"domain_scores_gemma":[0.9762154,0.003471199,0.0009014968,0.001619423,0.01082615,0.006966277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00007626305,0.00005094153,0.0002878027,0.0001457501,0.000002595743,0.0002457818,0.00004310342,0.00002037889,0.0001100402,0.002160531,0.8999038,0.09695293],"study_design_scores_gemma":[0.0000319493,0.00005269895,0.0005538056,0.0002787041,0.000002959022,0.0004844555,0.0001060117,0.00002176425,0.0000672768,0.001655802,0.9967362,0.00000828033],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002755723,0.02817539,0.003455488,0.2722309,0.2055006,0.001032248,0.004654246,0.000909129,0.4812863],"genre_scores_gemma":[0.01695679,0.02056268,0.002859366,0.09295313,0.05553466,0.0008898855,0.004175521,0.0004301767,0.8056378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3874897,"threshold_uncertainty_score":0.8736715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04743332856681763,"score_gpt":0.3656000787909303,"score_spread":0.3181667502241126,"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."}}