{"id":"W2321576083","doi":"10.1155/2002/234518","title":"What Are We Going to Do with You? Gastroenterology Service Providers’ Perception of ‘Difficult to Manage’ IBD Patients","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Dysfunctional family; Interpersonal communication; Family medicine; Clinical psychology; Internal medicine; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002802929,0.0001443605,0.0002796484,0.0005963967,0.001475018,0.00163236,0.0004062942,0.0009717775,0.002545365],"category_scores_gemma":[0.01585859,0.0002088976,0.0002990268,0.0005477632,0.001591512,0.001261723,0.001492903,0.001333473,0.0002313522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051079,"about_ca_system_score_gemma":0.002496632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008563807,"about_ca_topic_score_gemma":0.01032025,"domain_scores_codex":[0.9970334,0.00163551,0.000261177,0.0001198802,0.0005340489,0.0004161414],"domain_scores_gemma":[0.9867931,0.003009841,0.004688098,0.0001553148,0.001240515,0.004113141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000131442,0.0001624898,0.8852265,0.0004358097,0.00009752899,0.001308982,0.07905633,0.00009189855,0.0008139567,0.0002129654,0.006400171,0.026062],"study_design_scores_gemma":[0.00003231011,0.0006296122,0.6555732,0.0005952073,0.00005122991,0.002716378,0.3277109,0.0001815428,0.0001292873,0.0002362954,0.01208794,0.0000560798],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896072,0.001166201,0.00008025768,0.007023966,0.00007866288,0.00001841756,0.0000422917,0.000004630987,0.001978335],"genre_scores_gemma":[0.997385,0.0008564111,0.0001079096,0.001404955,0.00004912819,0.00001344541,0.00003228685,0.000002457195,0.0001484704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008563807,"threshold_uncertainty_score":0.01702791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639725822181396,"score_gpt":0.2168657602420135,"score_spread":0.2004685020201995,"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."}}