{"id":"W2921765539","doi":"10.1097/01.ju.0000557378.00047.93","title":"PD63-09 UTILIZATION OF PSYCHIATRIC RESOURCES PRIOR TO GENITOURINARY (GU) CANCER DIAGNOSIS: IMPLICATIONS FOR SURVIVAL OUTCOMES","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Genitourinary system; Psychiatry; Psychiatric diagnosis; Gynecology; Internal medicine; Schizophrenia (object-oriented programming)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008596022,0.0001258254,0.0003346153,0.001084487,0.0009984623,0.001944403,0.0003793509,0.00073257,0.03793133],"category_scores_gemma":[0.01281333,0.0002097209,0.0005633498,0.002285699,0.0003538944,0.0009801539,0.001387629,0.001513916,0.004970478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095098,"about_ca_system_score_gemma":0.001889436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02744544,"about_ca_topic_score_gemma":0.03945642,"domain_scores_codex":[0.9991683,0.0002005959,0.00007867018,0.0001001777,0.0002716901,0.0001806424],"domain_scores_gemma":[0.9937366,0.001298576,0.001965015,0.0001743046,0.001149808,0.001675615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003575212,0.000221354,0.6879525,0.0003701729,0.0001189058,0.0003437337,0.0003112746,0.0002649706,0.0001118513,0.000904484,0.1596991,0.1493441],"study_design_scores_gemma":[0.00006935808,0.0001059197,0.9640186,0.0008682962,0.00005289029,0.0004668618,0.001081744,0.0002829897,0.0001087255,0.001088137,0.03182247,0.00003394567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.576497,0.03169606,0.001130335,0.168903,0.004305352,0.0002764108,0.07199382,0.0003463888,0.1448517],"genre_scores_gemma":[0.9327397,0.01876409,0.0005376742,0.006379424,0.001587227,0.000194654,0.0177632,0.00009825421,0.02193573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03793133,"threshold_uncertainty_score":0.1268929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3129649139007986,"score_gpt":0.45767423265542,"score_spread":0.1447093187546215,"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."}}