{"id":"W4400273554","doi":"10.1016/j.jacadv.2024.100981","title":"JACC: Advances Expert Panel Perspective","year":2024,"lang":"en","type":"review","venue":"JACC Advances","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multidisciplinary approach; Documentation; Perspective (graphical); Multidisciplinary team; Best practice; Conflation; Medicine; Decision aids; Informed consent; Medical education; Knowledge management; Engineering ethics; Nursing; Computer science; Alternative medicine; Engineering; 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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003437583,0.001007127,0.002643808,0.0005104069,0.001335877,0.00004598749,0.001729092,0.0008525997,0.0004922074],"category_scores_gemma":[0.001136551,0.0007543704,0.0006920951,0.001088023,0.0002450771,0.0009299893,0.0009825012,0.003591507,0.004405973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019408,"about_ca_system_score_gemma":0.002024518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002777069,"about_ca_topic_score_gemma":0.0003515187,"domain_scores_codex":[0.9926355,0.002170781,0.001936063,0.001400496,0.0006817393,0.001175375],"domain_scores_gemma":[0.9923238,0.00285654,0.001558325,0.002229391,0.0006779159,0.0003540552],"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":[0.00001772049,0.00005711836,0.00002213295,0.05814409,0.0001324583,0.00001559953,0.009227902,8.69958e-7,6.346308e-8,0.005281697,0.01408381,0.9130166],"study_design_scores_gemma":[0.0001831084,0.00007702546,0.000001599992,0.04346761,0.000286019,0.000008802339,0.03062826,0.000004801905,1.367655e-7,0.004981251,0.9196872,0.0006742025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.434161e-7,0.961823,0.00003167952,0.001736637,0.006528045,0.003866467,0.0003408436,0.0006999769,0.02497312],"genre_scores_gemma":[0.000007506228,0.9819367,0.002327095,0.0007780407,0.001828245,0.006442937,0.0002359836,0.0002425475,0.006200927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9123423,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4817545080437498,"score_gpt":0.578358859976605,"score_spread":0.09660435193285521,"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."}}