{"id":"W2474350854","doi":"10.3899/jrheum.160602","title":"Qualitative Methods in Systemic Sclerosis Research","year":2016,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Qualitative research; Meaning (existential); Research design; Phenomenon; Medicine; Thematic analysis; Representation (politics); Management science; Epistemology; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.2187731,0.001380289,0.002623647,0.006037241,0.006032984,0.01269129,0.003996217,0.005891463,0.0220977],"category_scores_gemma":[0.295115,0.001376341,0.00252015,0.01122903,0.01507268,0.008263258,0.01169803,0.01065354,0.004076703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01050649,"about_ca_system_score_gemma":0.03160113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002940425,"about_ca_topic_score_gemma":0.004075027,"domain_scores_codex":[0.6121038,0.3500858,0.0130144,0.005822126,0.01743674,0.001537141],"domain_scores_gemma":[0.4119886,0.525403,0.01186906,0.0171965,0.03082277,0.002720008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002388766,0.0002165172,0.001097011,0.04775925,0.0002956618,0.0004066974,0.1189707,0.001170593,0.0008700509,0.3558855,0.1351797,0.3379094],"study_design_scores_gemma":[0.0002020075,0.0002531962,0.001117372,0.0638343,0.0001131712,0.0004798991,0.0299716,0.00105776,0.0007447784,0.205444,0.6965911,0.000190836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.006914075,0.1327325,0.5240784,0.1578749,0.03676685,0.03837654,0.003855616,0.001306164,0.09809499],"genre_scores_gemma":[0.06326236,0.07333883,0.740025,0.03033585,0.004997613,0.074531,0.001139591,0.001024885,0.01134486],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2187731,"threshold_uncertainty_score":0.9633919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.279673318022875,"score_gpt":0.4995741786987302,"score_spread":0.2199008606758552,"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."}}