{"id":"W2929122648","doi":"10.2196/12039","title":"Testing a Communication Assessment Tool for Ethically Sensitive Scenarios: Protocol of a Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Genome Canada; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Protocol (science); Computer science; Medicine","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":[0.1173832,0.002834638,0.00294035,0.003823208,0.002995209,0.001981615,0.002631087,0.003545361,0.02746343],"category_scores_gemma":[0.1078454,0.001799513,0.002554043,0.003368699,0.003550031,0.002200996,0.002525057,0.004797623,0.009020812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00414053,"about_ca_system_score_gemma":0.02283506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204857,"about_ca_topic_score_gemma":0.001660351,"domain_scores_codex":[0.9349899,0.04397902,0.01067954,0.002455179,0.005731083,0.002165242],"domain_scores_gemma":[0.9154368,0.03067519,0.006873745,0.01689699,0.02724411,0.002873175],"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":[0.108754,0.07491652,0.01930727,0.05403731,0.0009567569,0.004428359,0.02847691,0.01535642,0.041156,0.02659328,0.06076379,0.5652535],"study_design_scores_gemma":[0.1311398,0.1375555,0.06676297,0.03694634,0.001151544,0.002870986,0.01367894,0.02007385,0.0486239,0.02278835,0.5170566,0.001351231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004392711,0.00009331639,0.009191401,0.0001029321,0.00008903319,0.9847065,0.0003909112,0.00006165074,0.0009715746],"genre_scores_gemma":[0.002131528,0.00007036509,0.01029975,0.0000580803,0.00001545094,0.9871035,0.0001286631,0.000007604453,0.0001850282],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1173832,"threshold_uncertainty_score":0.6207889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7009231036039655,"score_gpt":0.6886033417913375,"score_spread":0.01231976181262795,"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."}}