{"id":"W2057350900","doi":"10.1177/1049732315581614","title":"Personas to Guide Understanding Traditions of Gay Men Living With HIV Who Smoke","year":2015,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Persona Design and Applications","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; British Columbia Lung Association; University of Ottawa","funders":"Canadian Institutes of Health Research; Centers for Disease Control and Prevention","keywords":"Thematic analysis; Mainstream; Ethnography; Photovoice; Persona; Participatory action research; Sociology; Psychology; Gender studies; Social psychology; Qualitative research; Anthropology","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":[0.02930454,0.0009152553,0.0005246314,0.002533214,0.007483236,0.005678762,0.002219031,0.001696817,0.00847922],"category_scores_gemma":[0.02597462,0.0005897456,0.0007040456,0.001555079,0.01201298,0.00671475,0.01040829,0.003197469,0.0008099283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004197884,"about_ca_system_score_gemma":0.005538108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950326,"about_ca_topic_score_gemma":0.006753553,"domain_scores_codex":[0.9597751,0.03695611,0.0007535584,0.0009582874,0.0009629155,0.0005940649],"domain_scores_gemma":[0.9772767,0.01649057,0.001392703,0.002402766,0.001319438,0.001117833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001020325,0.0002035735,0.002485229,0.0005524053,0.00001664766,0.0002161011,0.9105275,0.0001283621,0.00202626,0.03111645,0.001863105,0.0507623],"study_design_scores_gemma":[0.00007984539,0.0003165143,0.002145586,0.00102497,0.00003554361,0.0004348046,0.816848,0.0006526508,0.001719148,0.03047789,0.1462214,0.00004358204],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4944188,0.004011466,0.3901701,0.02078269,0.0007368121,0.00916386,0.0008031486,0.0007248792,0.07918816],"genre_scores_gemma":[0.6286529,0.001647613,0.3447886,0.002304836,0.00003481947,0.01202622,0.0002660042,0.0002065151,0.01007234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02930454,"threshold_uncertainty_score":0.1549791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.762509597579637,"score_gpt":0.5762083428896683,"score_spread":0.1863012546899687,"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."}}