{"id":"W4298086460","doi":"10.1089/aid.2022.0035","title":"Preferences Among Physicians and Men Who Have Sex with Men (MSM) for a Long-Acting, Removable Implant for HIV Prevention: A Discrete Choice Study","year":2022,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Men who have sex with men; Medicine; Context (archaeology); Pre-exposure prophylaxis; Preference; Implant; Human immunodeficiency virus (HIV); Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004386906,0.0004023784,0.0005443121,0.0004982359,0.001100858,0.001535496,0.0003122688,0.00120796,0.003499873],"category_scores_gemma":[0.009850847,0.0005240094,0.0009559587,0.000370325,0.0007668564,0.0009667565,0.0005518855,0.001207669,0.0004975928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326963,"about_ca_system_score_gemma":0.0006364262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002934752,"about_ca_topic_score_gemma":0.00428319,"domain_scores_codex":[0.9980264,0.001006013,0.000168445,0.000193504,0.0003814695,0.0002240733],"domain_scores_gemma":[0.9937528,0.003297831,0.00156586,0.0001927048,0.000243753,0.0009470127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004934626,0.01657702,0.9425296,0.0001515702,0.0003991149,0.0003711756,0.01508559,0.0005397432,0.002122442,0.0003914963,0.0005075118,0.01639004],"study_design_scores_gemma":[0.001368029,0.02498967,0.9323298,0.0001120737,0.000251148,0.0006897898,0.02789959,0.00823079,0.001425792,0.0007593472,0.001818059,0.0001258218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996954,0.00002609358,0.00004569175,0.0000467087,0.000003284896,0.00003744262,0.0000233412,5.467809e-7,0.0001213835],"genre_scores_gemma":[0.9989053,0.00006014774,0.0003513855,0.0002640951,0.00001328621,0.00009061482,0.00004038868,6.443323e-7,0.0002741209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004386906,"threshold_uncertainty_score":0.02320045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0829906424868236,"score_gpt":0.4103434982528033,"score_spread":0.3273528557659797,"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."}}