{"id":"W3005009135","doi":"10.1055/s-0040-1702409","title":"Quality from the Patient’s Perspective: Implementation of an Established Patient-Reported Outcome Platform in a Multidisciplinary Skull Base Tumor Clinic","year":2020,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Multidisciplinary approach; Medicine; Perspective (graphical); Multidisciplinary team; Skull; Quality management; Patient care; Intensive care medicine; Quality of life (healthcare); Medical physics; Medical emergency; Surgery; Nursing; Operations management; Computer science; Management system; Artificial intelligence","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":[0.07553197,0.0003892857,0.0006969211,0.001763723,0.003171576,0.007548788,0.002080225,0.001203413,0.002636988],"category_scores_gemma":[0.1089842,0.0003489848,0.001059723,0.001648691,0.002014126,0.004214263,0.01132296,0.004247676,0.000457407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001809,"about_ca_system_score_gemma":0.02910403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005303464,"about_ca_topic_score_gemma":0.009905605,"domain_scores_codex":[0.9344303,0.03996153,0.007212149,0.00258053,0.01153292,0.00428257],"domain_scores_gemma":[0.8604934,0.02817579,0.03019478,0.007718751,0.02986236,0.04355494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005273813,0.002856466,0.5727761,0.0008614326,0.0005418114,0.0005765776,0.01730004,0.001672183,0.0009929559,0.006247155,0.0388105,0.3568374],"study_design_scores_gemma":[0.0004561187,0.007025253,0.8332823,0.004300606,0.0004931114,0.001583315,0.04283885,0.01322882,0.002501225,0.01626774,0.07751479,0.0005079226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7080659,0.003230831,0.02609294,0.2072477,0.001916978,0.002482129,0.001410215,0.0006039834,0.04894932],"genre_scores_gemma":[0.9658808,0.000741687,0.02336992,0.007480304,0.0003171002,0.0009963533,0.0005402638,0.00006704326,0.0006065418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07553197,"threshold_uncertainty_score":0.399456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517313512836226,"score_gpt":0.3989783654740621,"score_spread":0.2472470141904395,"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."}}