{"id":"W4390134867","doi":"10.14745/ccdr.v49i1112a02f","title":"Estimation de la taille de la population d'hommes gais, bisexuels et autres hommes ayant des relations sexuelles avec des hommes au Canada, 2020","year":2023,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0008407612,0.0003576224,0.0002922035,0.001746936,0.0008210831,0.0009848662,0.0008160713,0.0004191236,0.00219495],"category_scores_gemma":[0.002351962,0.0002278762,0.0007641179,0.001974553,0.0004204369,0.0003977874,0.0005044056,0.0005694171,0.0003792967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009301365,"about_ca_system_score_gemma":0.01096477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9858124,"about_ca_topic_score_gemma":0.9833149,"domain_scores_codex":[0.9996434,0.00005663135,0.000018489,0.00006333464,0.0001061791,0.0001118939],"domain_scores_gemma":[0.9989968,0.0001804528,0.0001029807,0.00005362993,0.0005179107,0.0001482268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009696055,0.00001910418,0.9818354,0.00002787475,0.0001542602,0.00005227772,0.0002712159,0.00273153,0.0002486886,0.0004135399,0.001265439,0.01288376],"study_design_scores_gemma":[0.000006674078,0.00002156378,0.9934127,0.00002655121,0.00003782396,0.00004402384,0.0005461888,0.003779762,0.0001350027,0.00006980397,0.001908997,0.00001093485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772659,0.001051355,0.002130544,0.0004113756,0.00001666028,0.0000544963,0.01527279,0.00009889683,0.003698007],"genre_scores_gemma":[0.9818968,0.0009512785,0.002751177,0.00009506509,0.00001134982,0.00005346162,0.0076399,0.00001757253,0.006583444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418757,"threshold_uncertainty_score":0.06748646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837554571021853,"score_gpt":0.2925597021879657,"score_spread":0.2741841564777472,"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."}}