{"id":"W3105417865","doi":"10.1177/1744987120932961","title":"Public health counselling following an HIV diagnosis among men who have sex with men: tensions between individual needs and health protection mandates","year":2020,"lang":"en","type":"article","venue":"Journal of research in nursing","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Public health; Thematic analysis; Medicine; Family medicine; Qualitative research; Nursing; Public hospital; Human immunodeficiency virus (HIV); Jurisdiction; Political science; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008150371,0.0001534237,0.0006139763,0.001555106,0.0006079864,0.0002965738,0.0001965449,0.00008337409,0.00002061277],"category_scores_gemma":[0.0003895742,0.0001193591,0.0001014475,0.00124959,0.0002746217,0.0008420498,0.00003573602,0.001907949,0.000001604493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361817,"about_ca_system_score_gemma":0.0009228906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004292399,"about_ca_topic_score_gemma":0.0000855633,"domain_scores_codex":[0.9953728,0.001019068,0.0007252554,0.0002649315,0.001706892,0.0009110724],"domain_scores_gemma":[0.997188,0.0002345329,0.0002619625,0.0001635157,0.0004575094,0.00169446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002995218,0.0005610644,0.6442883,0.0005459854,0.000312651,0.0001985612,0.02737355,0.00002884647,0.0001589757,0.00003651092,0.04840299,0.2777931],"study_design_scores_gemma":[0.01516382,0.1126624,0.5345066,0.0458281,0.0001825137,0.0007449902,0.201741,0.07617608,0.001175776,0.001142937,0.009926205,0.0007495614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7786776,0.002925016,0.006849176,0.20885,0.00001492086,0.001413289,0.00002175332,0.00002988961,0.001218299],"genre_scores_gemma":[0.9965798,0.001495701,0.0008901077,0.0001558133,0.0004344652,0.00002964484,0.00002582566,0.00003830068,0.0003503898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2770435,"threshold_uncertainty_score":0.8289196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2282023218851785,"score_gpt":0.4537365191409714,"score_spread":0.2255341972557928,"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."}}