{"id":"W2007954924","doi":"10.1177/1049732315581603","title":"Analyzing Data Generated Through Deliberative Dialogue","year":2015,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Community Health and Development","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Dialogic; Bridge (graph theory); Knowledge translation; Qualitative property; Action (physics); Epistemology; Computer science; Qualitative research; Qualitative analysis; Data science; Grounded theory; Psychology; Sociology; Knowledge management; Medicine; Social science; Pedagogy","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":[0.1107725,0.001512143,0.001078828,0.006989123,0.006022192,0.01108527,0.002805428,0.002647477,0.004838572],"category_scores_gemma":[0.1916035,0.0008675332,0.001291734,0.007198077,0.01334236,0.008971847,0.01206234,0.002737827,0.001272051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00453373,"about_ca_system_score_gemma":0.009223556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375914,"about_ca_topic_score_gemma":0.001841385,"domain_scores_codex":[0.8389091,0.1379679,0.004645328,0.007560337,0.0090666,0.001850609],"domain_scores_gemma":[0.671178,0.284378,0.008927775,0.0222107,0.01190814,0.001397492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003655569,0.0002284852,0.007822188,0.003090452,0.0001429944,0.001311371,0.6233405,0.003013271,0.006343999,0.1733808,0.006432041,0.1745284],"study_design_scores_gemma":[0.000187924,0.0003515698,0.00549283,0.004484832,0.0001631066,0.001148179,0.323136,0.01606816,0.01680395,0.4497125,0.1821402,0.0003107879],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1555063,0.0009835991,0.7916051,0.007806876,0.0004399472,0.007043961,0.002008292,0.0007450577,0.03386085],"genre_scores_gemma":[0.4170398,0.0007976299,0.5620429,0.001426605,0.000123971,0.01161152,0.001483127,0.000399864,0.005074453],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1107725,"threshold_uncertainty_score":0.5858277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9409270715829785,"score_gpt":0.7537499490728783,"score_spread":0.1871771225101002,"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."}}