{"id":"W4328048055","doi":"10.1080/10410236.2023.2190244","title":"Dilemmas and Strategy When Companion Participation During Appointments Differs from Patient and Companion Expectations","year":2023,"lang":"en","type":"article","venue":"Health Communication","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Normative; Interpersonal communication; Ambiguity; Rhetorical question; Social psychology; Psychology; Dilemma; Health communication; Medicine; Epistemology; Communication; Law; Linguistics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003705525,0.0002503091,0.000409313,0.0002699138,0.003198641,0.00004219545,0.0003201061,0.0001777421,0.00005943108],"category_scores_gemma":[0.0001994974,0.0002675217,0.00003412217,0.0003762794,0.0001447348,0.0003952023,0.0006360427,0.0007143434,0.0001583712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004898858,"about_ca_system_score_gemma":0.0002132587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005005032,"about_ca_topic_score_gemma":0.001293605,"domain_scores_codex":[0.9942281,0.003064305,0.001275246,0.0004403103,0.0003696771,0.0006223604],"domain_scores_gemma":[0.9957247,0.0013891,0.0008486014,0.001406595,0.0002472614,0.0003837229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002998316,0.0004794834,0.5162059,0.001801861,0.0001216584,0.000001735295,0.407208,0.0002509218,0.0006069674,0.006677679,0.005966645,0.06037925],"study_design_scores_gemma":[0.001562141,0.0001463998,0.9261558,0.0006783154,0.00001826788,9.794093e-7,0.05552925,0.01010722,0.00002362677,0.003949366,0.001569771,0.000258846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799141,0.004585275,0.00009778742,0.01178288,0.0002371709,0.002353195,0.0001217126,0.0004892197,0.0004186589],"genre_scores_gemma":[0.9920536,0.002638291,0.001396773,0.0007130352,0.00004474002,0.001233593,0.001824801,0.00004843277,0.00004678564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4099499,"threshold_uncertainty_score":0.9999777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2340143063306389,"score_gpt":0.4290210413214793,"score_spread":0.1950067349908404,"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."}}