{"id":"W3177840734","doi":"10.46743/2160-3715/2021.5010","title":"Reflexive Thematic Analysis for Applied Qualitative Health Research","year":2021,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":380,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Reflexivity; Thematic analysis; Qualitative research; Focus group; Situated; Grounded theory; Psychology; Management science; Sociology; Computer science; Social science; Engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2303863,0.00360742,0.004032873,0.01215407,0.005644945,0.01116059,0.006867243,0.004202064,0.0483838],"category_scores_gemma":[0.3546776,0.002479226,0.004314214,0.02003283,0.01494764,0.00777666,0.0100761,0.01268869,0.009324189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008763728,"about_ca_system_score_gemma":0.02878086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002832861,"about_ca_topic_score_gemma":0.004809001,"domain_scores_codex":[0.6637252,0.2845131,0.0230063,0.00940109,0.01796377,0.001390539],"domain_scores_gemma":[0.5066841,0.3878838,0.02070158,0.04679092,0.03560403,0.002335575],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006394468,0.0003852551,0.001001526,0.03761076,0.0005678329,0.0007436483,0.09925149,0.004281801,0.004428383,0.3763565,0.1363876,0.3383458],"study_design_scores_gemma":[0.0004955823,0.0003873506,0.001045282,0.02644964,0.0001598971,0.0004641168,0.02204603,0.006583619,0.002476127,0.2376241,0.7019056,0.0003627156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003027672,0.003111301,0.8807152,0.007044101,0.00449419,0.07005833,0.007028614,0.002352292,0.02216836],"genre_scores_gemma":[0.0101986,0.001400315,0.866154,0.001323488,0.0002832582,0.1163668,0.001025657,0.000815045,0.002432931],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7696137,"threshold_uncertainty_score":0.9490707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8790847964995501,"score_gpt":0.7912368180285684,"score_spread":0.08784797847098169,"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."}}