{"id":"W2981885602","doi":"10.1097/won.0000000000000590","title":"The Financial Impact of Living in Canada With an Ostomy","year":2019,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Government (linguistics); Medicine; Work (physics); Business; Health insurance; Socioeconomics; Environmental health; Finance; Health care; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005126753,0.0001709349,0.0002033696,0.0009867309,0.004482415,0.001671233,0.000675035,0.0003357457,0.004778985],"category_scores_gemma":[0.00374681,0.0001116948,0.0003379142,0.002391457,0.001073799,0.0004438488,0.001480533,0.0009982069,0.0001520883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0197435,"about_ca_system_score_gemma":0.04100088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9830062,"about_ca_topic_score_gemma":0.9906356,"domain_scores_codex":[0.9988955,0.0001117594,0.00004219135,0.00005083398,0.0004416476,0.0004580205],"domain_scores_gemma":[0.9968616,0.000190634,0.000704922,0.00002968016,0.0007609422,0.001452253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001013106,0.00009257799,0.9564328,0.0001609399,0.00005717572,0.0007094546,0.004045305,0.0002060749,0.0001871754,0.0009731731,0.00593975,0.03109423],"study_design_scores_gemma":[0.000008295007,0.00005342032,0.9718017,0.0003020867,0.00003544281,0.0005835056,0.01820058,0.0002666854,0.00006378338,0.0001754649,0.008479629,0.00002939324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777936,0.001860932,0.00006487087,0.004298875,0.00006577109,0.0000308359,0.001346194,0.000006820512,0.01453203],"genre_scores_gemma":[0.9969108,0.001322795,0.0001139518,0.0004012606,0.00001631738,0.00000516637,0.0003054945,0.000002384243,0.0009219362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0197435,"threshold_uncertainty_score":0.1432498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00581616525810678,"score_gpt":0.2609528716509857,"score_spread":0.2551367063928789,"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."}}