{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01486054,0.001207129,0.002195399,0.004696948,0.0007578525,0.003690662,0.002706266,0.004684465,0.03058468],"category_scores_gemma":[0.03711449,0.0005202462,0.002581482,0.003727261,0.000708908,0.002984768,0.002461046,0.004829635,0.01347358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949679,"about_ca_system_score_gemma":0.009506821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673442,"about_ca_topic_score_gemma":0.004898607,"domain_scores_codex":[0.9931312,0.002334493,0.001397257,0.0005496972,0.002193743,0.0003935378],"domain_scores_gemma":[0.9686221,0.01161563,0.003094926,0.000852313,0.01422053,0.001594389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006899075,0.00003458426,0.0002186137,0.02417896,0.000246289,0.0001472514,0.00013277,0.0001140719,0.000245908,0.003845282,0.604018,0.3667492],"study_design_scores_gemma":[0.00002431979,0.00001783188,0.0003175839,0.02294493,0.0002548918,0.0002012943,0.00005798316,0.00002981036,0.00006111932,0.001329601,0.9747449,0.00001568311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0001909511,0.8499831,0.001492934,0.08790554,0.03378367,0.0003317911,0.001291884,0.0001591097,0.02486107],"genre_scores_gemma":[0.003134147,0.9171677,0.00306756,0.04274923,0.0225854,0.0004728174,0.001535483,0.00005700038,0.009230678],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03058468,"threshold_uncertainty_score":0.1023159,"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."}}