{"id":"W2912845161","doi":"10.1177/2158244019827717","title":"Unsung Heroes: Gay Physicians’ Lived Journeys During the HIV/AIDS Pandemic","year":2019,"lang":"en","type":"article","venue":"SAGE Open","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; University of Ottawa","funders":"","keywords":"Pandemic; Militant; Human immunodeficiency virus (HIV); Qualitative research; Medicine; Gender studies; Health care; Family medicine; Public health; Psychology; Sociology; Coronavirus disease 2019 (COVID-19); Nursing; Political science; Disease; Politics; Infectious disease (medical specialty); Law; Social science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005877131,0.0007541684,0.0007307732,0.001586574,0.04218985,0.01212727,0.002188744,0.002808039,0.002196857],"category_scores_gemma":[0.01044657,0.0007005562,0.0002963835,0.001810981,0.03447285,0.005175778,0.00980421,0.006995229,0.0002690992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02385697,"about_ca_system_score_gemma":0.0315093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4235706,"about_ca_topic_score_gemma":0.6749497,"domain_scores_codex":[0.9936804,0.003702892,0.00009840911,0.0002807446,0.0007514922,0.001486061],"domain_scores_gemma":[0.9918739,0.003770308,0.0006680781,0.00024801,0.0008103505,0.00262938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000888225,0.000004480525,0.0004637016,0.00001050974,0.000001135468,0.0002631476,0.9974787,0.000007135156,0.00006071497,0.0005074314,0.0003576449,0.0008365695],"study_design_scores_gemma":[9.942006e-7,0.000005773727,0.0005362111,0.00003306149,0.000001648792,0.00009074227,0.9938149,0.000006402232,0.00002912143,0.0001087866,0.005367086,0.000005229526],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630836,0.003762088,0.0004874987,0.01381931,0.0002753435,0.00006531113,0.000108201,0.00003021254,0.01836845],"genre_scores_gemma":[0.9918891,0.001826223,0.0003037482,0.001754402,0.00004185303,0.00002555767,0.00004184737,0.00002218319,0.004095082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9578102,"threshold_uncertainty_score":0.8422104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04701522572250517,"score_gpt":0.3764810900702091,"score_spread":0.329465864347704,"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."}}