{"id":"W3021941130","doi":"10.1111/coa.13564","title":"Turn analysis and patient‐centredness in paediatric otolaryngology surgical consultations","year":2020,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Nova Scotia Health Research Foundation","keywords":"Medicine; Otorhinolaryngology; Family medicine; Nova scotia; Informed consent; Medical home; Prospective cohort study; Pediatrics; Surgery; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005112378,0.0002941886,0.001304034,0.0004574134,0.0004567005,0.000009952819,0.0005300903,0.0009527596,0.0007778588],"category_scores_gemma":[0.006057703,0.0002842071,0.000262801,0.002445279,0.0005479662,0.000168598,0.0007725612,0.002531941,0.000484242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009239852,"about_ca_system_score_gemma":0.0005027762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004095468,"about_ca_topic_score_gemma":0.0009389507,"domain_scores_codex":[0.9884151,0.006787656,0.002807856,0.0009138187,0.0002286301,0.0008469494],"domain_scores_gemma":[0.986173,0.01112776,0.0007866824,0.0007691995,0.0003822061,0.0007611123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003132563,0.0001869271,0.987999,0.000106667,0.0001595964,0.0001058237,0.007140955,0.0000162334,0.000003974179,0.001407182,0.0008323444,0.001728051],"study_design_scores_gemma":[0.004094343,0.0004662974,0.9548185,0.00003152195,0.0002828684,0.00001008581,0.0045762,0.004635406,0.000001661081,0.0004363898,0.03030722,0.0003394541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676301,0.004225846,0.0001018321,0.02431821,0.0007447,0.001528532,0.0001059515,0.0001473687,0.001197449],"genre_scores_gemma":[0.9859557,0.0008545383,0.001161118,0.01117339,0.0002293053,0.0003763253,0.0001826816,0.00003277372,0.00003414942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03318043,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1589180962962599,"score_gpt":0.4333635406166067,"score_spread":0.2744454443203468,"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."}}