{"id":"W4414321021","doi":"10.54434/candj.220","title":"We Are More Than Our Tools: The Value of Presence in the Physician-Patient Relationship","year":2025,"lang":"en","type":"article","venue":"CAND Journal","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Value (mathematics); Health care; Resource (disambiguation); Plan (archaeology); Resource allocation; Patient care; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006496008,0.00009404952,0.0001659622,0.0001075366,0.001201762,0.00002136672,0.000716091,0.00009081409,0.000007521197],"category_scores_gemma":[0.001500351,0.0000528351,0.00006695388,0.0004837211,0.00007541018,0.0001545309,0.0001379918,0.00161081,0.000008205991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170777,"about_ca_system_score_gemma":0.0006814455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000220878,"about_ca_topic_score_gemma":0.0003379785,"domain_scores_codex":[0.9962961,0.002342994,0.0006670745,0.0001061232,0.0003189534,0.0002687401],"domain_scores_gemma":[0.9961867,0.002199635,0.0006041325,0.0006864431,0.0002730577,0.00005003844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008707793,0.0000999738,0.7852063,0.0002935956,0.00002714735,0.000004405757,0.1416216,0.0006306549,0.00001545529,0.02237115,0.04357758,0.006065049],"study_design_scores_gemma":[0.0005353639,0.00004433685,0.5135781,0.002118078,0.00002003338,0.000004246415,0.4626033,0.0005029072,0.00001664343,0.009910508,0.01059448,0.00007196188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7275052,0.01025113,0.0001368923,0.2536263,0.001702088,0.001453867,0.00004264789,0.00001959265,0.005262238],"genre_scores_gemma":[0.996136,0.0002236452,0.0001008077,0.002957773,0.0001279486,0.0001240954,0.000003343849,0.000007344585,0.0003190643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3209817,"threshold_uncertainty_score":0.9243103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2695703515305704,"score_gpt":0.4568553507685656,"score_spread":0.1872849992379952,"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."}}