{"id":"W2779507476","doi":"10.1080/10401334.2017.1407656","title":"The Complexity of Patients' Health Communication Social Networks: A Broadening of Physician Communication","year":2017,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interpersonal communication; Health communication; Psychology; Variety (cybernetics); Meaning (existential); Perception; Social network analysis; Social psychology; Medicine; Nursing; Social media; Computer science; Communication; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005098074,0.0002548839,0.0003313238,0.002178081,0.005877273,0.005966872,0.0007704818,0.001308502,0.001410741],"category_scores_gemma":[0.01348512,0.0003838845,0.0002296974,0.002327064,0.01041498,0.006178486,0.004679772,0.001611339,0.00009033835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004967345,"about_ca_system_score_gemma":0.005441393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02759902,"about_ca_topic_score_gemma":0.03298853,"domain_scores_codex":[0.9912452,0.006344324,0.0002354412,0.0006096261,0.001127245,0.000438098],"domain_scores_gemma":[0.9774876,0.01749504,0.002671045,0.0007791051,0.0008407215,0.0007265611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005610166,0.00002845563,0.03663808,0.0002092335,0.00003917835,0.001124686,0.923676,0.0001808107,0.001565201,0.007154467,0.0008244217,0.0285034],"study_design_scores_gemma":[0.00002385215,0.0001221903,0.09004432,0.000271381,0.00006192545,0.00307188,0.8667682,0.001118172,0.0006210779,0.01193157,0.02590253,0.00006286447],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710128,0.001443882,0.005783102,0.009439107,0.00003760749,0.00008035389,0.00007373293,0.00003864757,0.01209071],"genre_scores_gemma":[0.9981407,0.000439657,0.0007965573,0.0003287382,0.00002958432,0.00002309049,0.00001151826,0.00000450571,0.0002255509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02759902,"threshold_uncertainty_score":0.05487674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2118008049653734,"score_gpt":0.4559148534377443,"score_spread":0.2441140484723709,"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."}}