{"id":"W4413032317","doi":"10.2196/70813","title":"Variability in the Diagnosis and Treatment of Interstitial Cystitis/Bladder Pain Syndrome: Internet Survey","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion","keywords":"Interstitial cystitis; Medicine; Urination; Ethnic group; Logistic regression; Urinary urgency; Internal medicine; Physical therapy; Urinary system; Overactive bladder; Pathology; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00231483,0.0001281341,0.0003231307,0.001098841,0.0003778273,0.0006647923,0.0004464815,0.0005372833,0.001868912],"category_scores_gemma":[0.009885809,0.0001852127,0.0005343332,0.001547065,0.0002118272,0.0008275179,0.0009079545,0.0007375706,0.0004183237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004774682,"about_ca_system_score_gemma":0.000394061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007863017,"about_ca_topic_score_gemma":0.008366259,"domain_scores_codex":[0.9974689,0.0009149584,0.0005663125,0.0002639816,0.000593517,0.000192313],"domain_scores_gemma":[0.9924624,0.001642667,0.004232604,0.0002233326,0.0007229528,0.0007159889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003491268,0.00006805104,0.9968603,0.00003846333,0.00004713623,0.00002720704,0.0002419061,0.00003906092,0.00003731152,0.00001329368,0.0005069853,0.0020855],"study_design_scores_gemma":[0.000004416229,0.00003092868,0.9988551,0.00002072333,0.000009338821,0.00007984737,0.0004543548,0.0001075977,0.00001457135,0.000007857238,0.0004113912,0.000003782888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909927,0.0004610972,0.0001262841,0.000653225,0.00001895694,0.00009860892,0.004621223,0.00001266275,0.003015435],"genre_scores_gemma":[0.9968299,0.0003530369,0.0001739696,0.000245999,0.00001902755,0.00006968516,0.002072953,0.000004803803,0.0002306037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007863017,"threshold_uncertainty_score":0.01563448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09096844002063881,"score_gpt":0.430978651391049,"score_spread":0.3400102113704102,"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."}}