{"id":"W1995011187","doi":"10.2174/1874613601105010037","title":"Learning from Interviews with HIV-Discordant Couples (Male Positive, Female Negative): The Challenges and Successes","year":2011,"lang":"en","type":"article","venue":"The Open AIDS Journal","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Western University; St. Michael's Hospital; Brock University; University of Toronto; Women's College Hospital","funders":"Women's College Hospital","keywords":"Human immunodeficiency virus (HIV); Medicine; Fertility; Qualitative research; Population; Family medicine; Environmental health; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03313588,0.001398902,0.001538574,0.001658661,0.01793105,0.00738208,0.003224206,0.003242475,0.003067851],"category_scores_gemma":[0.0610755,0.001323784,0.0005456338,0.001832116,0.01588514,0.004959289,0.009260232,0.004820485,0.0005651246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006493374,"about_ca_system_score_gemma":0.008037627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01440529,"about_ca_topic_score_gemma":0.04217654,"domain_scores_codex":[0.9650218,0.02951497,0.000863326,0.000893242,0.001710809,0.001995899],"domain_scores_gemma":[0.9231442,0.06360693,0.004033545,0.001120956,0.00357845,0.004516007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000167628,0.00001526677,0.0008291509,0.00008099605,0.000001918083,0.0003899541,0.9963904,0.00001007495,0.0002319648,0.0001434798,0.0001578127,0.001732291],"study_design_scores_gemma":[0.000003482055,0.0000269431,0.0003188912,0.00009171741,0.000002694463,0.0002005286,0.9971417,0.0000152598,0.0001169548,0.0001222304,0.001952345,0.000007253885],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800582,0.001744125,0.002714304,0.00458564,0.0001846579,0.0004876742,0.0001033903,0.00003585096,0.01008617],"genre_scores_gemma":[0.9891427,0.002051219,0.002265677,0.002269997,0.00008439092,0.0005587161,0.00005251904,0.00003894993,0.003535833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03313588,"threshold_uncertainty_score":0.1752414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09759683286759921,"score_gpt":0.3435447183167832,"score_spread":0.245947885449184,"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."}}