{"id":"W2150946974","doi":"10.1177/1049732314549813","title":"Diagnostic Technologies in Practice","year":2014,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; BC Centre for Disease Control; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Thematic analysis; Human immunodeficiency virus (HIV); Medicine; Public health; Qualitative research; Health technology; Family medicine; Psychology; Nursing; Health care; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01871762,0.0005487389,0.0004020781,0.003466694,0.009569368,0.01418766,0.001600131,0.005141282,0.01534688],"category_scores_gemma":[0.03018137,0.0005486892,0.0003164022,0.004119422,0.04709531,0.01030024,0.01164812,0.005090551,0.002671941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02243886,"about_ca_system_score_gemma":0.02700975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02046505,"about_ca_topic_score_gemma":0.01899271,"domain_scores_codex":[0.9707088,0.0210603,0.001189059,0.001665378,0.003951734,0.001424724],"domain_scores_gemma":[0.9735502,0.01696661,0.001865393,0.002117587,0.00293503,0.002565172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002276598,0.00004075001,0.002042493,0.0005957877,0.000005885069,0.0004628314,0.187356,0.0001235634,0.0004449784,0.71795,0.02160119,0.06935376],"study_design_scores_gemma":[0.00001603348,0.00003387697,0.001320193,0.001502629,0.000005388972,0.0006505669,0.1105759,0.0001427545,0.0002593598,0.1216521,0.7638184,0.00002275243],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04671109,0.02381185,0.03987963,0.1974439,0.002683219,0.0008004155,0.0002833797,0.0002634993,0.688123],"genre_scores_gemma":[0.7781293,0.02125667,0.07367878,0.03401599,0.000613744,0.00166744,0.0002600617,0.0002505982,0.09012746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02243886,"threshold_uncertainty_score":0.162806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3528470293334717,"score_gpt":0.6508598593595495,"score_spread":0.2980128300260778,"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."}}