{"id":"W2073637179","doi":"10.2147/jmdh.s68523","title":"Boundaries, gaps, and overlaps: defining roles in a multidisciplinary nephrology clinic","year":2014,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Multidisciplinary approach; Medicine; Nephrology; Bioinformatics; Internal medicine; Computational biology; Computer science; Biology; Sociology; Social 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"],"consensus_categories":[],"category_scores_codex":[0.0236287,0.0003501381,0.001967666,0.0009272972,0.0005866089,0.0001260052,0.0004146478,0.0004058471,0.0001171792],"category_scores_gemma":[0.003392429,0.0003963687,0.0002217585,0.0003104354,0.0003243455,0.0008352511,0.0002697184,0.000937838,0.0002545278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006524953,"about_ca_system_score_gemma":0.0006838613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007295671,"about_ca_topic_score_gemma":0.002086157,"domain_scores_codex":[0.9901078,0.001149825,0.00714431,0.000649738,0.0001976674,0.0007506894],"domain_scores_gemma":[0.9916933,0.002191853,0.004902885,0.0005117253,0.0001837051,0.0005165373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004681463,0.0003531379,0.9404618,0.001248577,0.00008958317,0.00004364361,0.01534666,0.0002663202,0.00001542508,0.03478753,0.004998037,0.001921191],"study_design_scores_gemma":[0.00538818,0.001938619,0.8654472,0.00106028,0.00002117104,0.000320956,0.009441617,0.0120342,0.000003344306,0.06172493,0.04186679,0.0007527333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8827524,0.02704971,0.0006166613,0.08727575,0.001199313,0.0004808289,0.0001183881,0.00002865515,0.0004783309],"genre_scores_gemma":[0.9832066,0.001551665,0.01062534,0.003698259,0.0006576355,0.00003120827,0.00002395551,0.00006405939,0.000141274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004542,"threshold_uncertainty_score":0.9998488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1596222523216318,"score_gpt":0.4271080417039309,"score_spread":0.2674857893822991,"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."}}