{"id":"W2763766763","doi":"10.1177/1609406917733847","title":"Thematic Analysis","year":2017,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":12861,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Thematic analysis; Computer science; Traceability; Thematic map; Process (computing); Data science; Presentation (obstetrics); Management science; Qualitative research; Trustworthiness; Qualitative analysis; Process management; Sociology; Engineering; Software engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08534067,0.001596829,0.002023211,0.01247552,0.007433888,0.008836344,0.005254854,0.002849807,0.05068368],"category_scores_gemma":[0.1267519,0.001125686,0.002468741,0.0164708,0.006253548,0.006726219,0.01031455,0.003750817,0.0106677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001791,"about_ca_system_score_gemma":0.02204852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799015,"about_ca_topic_score_gemma":0.005967458,"domain_scores_codex":[0.8998066,0.06706502,0.008276301,0.008003808,0.01464145,0.002206848],"domain_scores_gemma":[0.8815869,0.05964483,0.005682406,0.01325366,0.03822637,0.001605846],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006231795,0.0002032221,0.002332142,0.009677027,0.0001634685,0.0005867936,0.2742599,0.001378663,0.003469241,0.1192516,0.1728082,0.4152465],"study_design_scores_gemma":[0.0002216453,0.000151303,0.002312417,0.006702064,0.00009154352,0.0004175869,0.1367372,0.002318069,0.00260158,0.06912833,0.7791756,0.0001427706],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05736117,0.003930693,0.4844388,0.0238584,0.005656507,0.1423061,0.03671902,0.002184978,0.2435442],"genre_scores_gemma":[0.1901762,0.005044213,0.4998659,0.008100251,0.0009244162,0.183413,0.01409221,0.00197019,0.09641361],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9146593,"threshold_uncertainty_score":0.45133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9832845445105058,"score_gpt":0.9011446829846855,"score_spread":0.08213986152582031,"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."}}