{"id":"W4405613392","doi":"10.1186/s12981-024-00688-3","title":"Effect of a multimodal continuing professional development initiative on HIV testing in primary care in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"AIDS Research and Therapy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Test (biology); Family medicine; Primary care; Public health; Continuing professional development; Health care; Nursing; Professional development; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00253407,0.0003807195,0.0003463585,0.0006939103,0.004003545,0.001439922,0.00156219,0.000833189,0.002919565],"category_scores_gemma":[0.006140577,0.0003835652,0.0003830616,0.001035428,0.0007321418,0.0003651032,0.002257718,0.00121093,0.0002163979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04166537,"about_ca_system_score_gemma":0.1071018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9741957,"about_ca_topic_score_gemma":0.9880728,"domain_scores_codex":[0.9967753,0.0007569384,0.0001060438,0.0002039453,0.0006986144,0.001459254],"domain_scores_gemma":[0.9895382,0.0008822937,0.0004122049,0.0001298089,0.002084931,0.006952549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004214415,0.01133879,0.5853277,0.001651249,0.0002029117,0.002119902,0.02901414,0.001325911,0.00303015,0.0004223315,0.01940038,0.3419521],"study_design_scores_gemma":[0.0003655026,0.002315946,0.982777,0.0002220796,0.00005265736,0.00008354308,0.008745346,0.0004773831,0.000214009,0.00002883666,0.004685091,0.00003256828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919748,0.0005779373,0.0000526684,0.001744536,0.00003771752,0.0005683947,0.0003383974,0.00002593413,0.004679569],"genre_scores_gemma":[0.9949778,0.0004858926,0.0006724463,0.0008980613,0.0000163713,0.0002828114,0.0002738025,0.00000426868,0.002388624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04166537,"threshold_uncertainty_score":0.3023049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073729970154572,"score_gpt":0.3615307809212794,"score_spread":0.3307934812197337,"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."}}