{"id":"W4378638112","doi":"","title":"Differences That Matter: In-Clinic Communication Challenges","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Calgary","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07323737,0.0003764458,0.001418811,0.001881292,0.007194279,0.01341387,0.004082554,0.0062402,0.03549508],"category_scores_gemma":[0.2388846,0.0005237338,0.0006001219,0.002987231,0.00517483,0.01268956,0.007214315,0.008640934,0.004512388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008537062,"about_ca_system_score_gemma":0.02022662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008229258,"about_ca_topic_score_gemma":0.01456199,"domain_scores_codex":[0.9202625,0.05310066,0.004188929,0.005380071,0.01076469,0.006303067],"domain_scores_gemma":[0.6647058,0.2323365,0.01839843,0.007259491,0.03112892,0.04617083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001123591,0.001224188,0.07519404,0.0022228,0.0002603939,0.002399061,0.09660821,0.0006361523,0.0006454535,0.03911103,0.2590149,0.5215602],"study_design_scores_gemma":[0.0003681001,0.001241252,0.09135912,0.009894264,0.0002955958,0.006813549,0.523922,0.002484327,0.0007732866,0.1124979,0.2498765,0.0004740364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09858315,0.01402084,0.005543832,0.8338971,0.004797906,0.0001899017,0.0007978677,0.0001597608,0.04200971],"genre_scores_gemma":[0.7998155,0.01044958,0.007317224,0.1669521,0.007966899,0.0005394575,0.000695184,0.0005254845,0.005738576],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07323737,"threshold_uncertainty_score":0.3873209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2080382411617559,"score_gpt":0.3809670213956686,"score_spread":0.1729287802339127,"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."}}