{"id":"W4237777828","doi":"10.18192/uojm.v4i1.1042","title":"Beyond Words","year":2014,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007312996,0.001339793,0.001005928,0.00248048,0.00731147,0.01864274,0.001750127,0.005251167,0.03735833],"category_scores_gemma":[0.04167487,0.0005321154,0.0006779064,0.001698253,0.02857636,0.03216778,0.009957423,0.01220559,0.02658062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0037184,"about_ca_system_score_gemma":0.004897405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003701903,"about_ca_topic_score_gemma":0.003104581,"domain_scores_codex":[0.9871789,0.006800544,0.0006357444,0.001277066,0.003191681,0.0009161734],"domain_scores_gemma":[0.9747624,0.01209123,0.001923612,0.002982958,0.005418866,0.002820898],"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":[0.00007888764,0.00002236395,0.0003667621,0.0003669342,0.00002031075,0.0001697471,0.01250977,0.0001481439,0.0004222807,0.7495092,0.1878109,0.04857471],"study_design_scores_gemma":[0.000007541366,0.00002073001,0.000127049,0.0004270369,0.000006136053,0.0002178608,0.003939643,0.00007777851,0.00016263,0.1817944,0.8131965,0.00002253359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004383101,0.05816197,0.03375133,0.3654999,0.02670079,0.0001060737,0.0004009351,0.0005863797,0.5104095],"genre_scores_gemma":[0.2979447,0.05349676,0.02615404,0.193228,0.03040982,0.000460184,0.0005851495,0.002000854,0.3957205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03735833,"threshold_uncertainty_score":0.1249761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08721582168687289,"score_gpt":0.3578068363880542,"score_spread":0.2705910147011813,"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."}}