{"id":"W2587545774","doi":"10.1155/2017/8612189","title":"Treatment Algorithm for Chronic Idiopathic Constipation and Constipation-Predominant Irritable Bowel Syndrome Derived from a Canadian National Survey and Needs Assessment on Choices of Therapeutic Agents","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; University of Calgary; McMaster University; University of Toronto","funders":"","keywords":"Irritable bowel syndrome; Medicine; Constipation; Clinical Practice; Quality of life (healthcare); Functional constipation; Functional gastrointestinal disorder; Internal medicine; Family medicine; Nursing","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":[0.001216818,0.0002485126,0.000307436,0.001931724,0.001479758,0.0005412938,0.0009006423,0.00039984,0.003864667],"category_scores_gemma":[0.005014089,0.0001663592,0.000954137,0.002950877,0.0002326788,0.0003992944,0.0005668065,0.0005986314,0.000362616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01855161,"about_ca_system_score_gemma":0.02727445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9491621,"about_ca_topic_score_gemma":0.96584,"domain_scores_codex":[0.9989623,0.0000881771,0.000162979,0.0000820582,0.0005004643,0.0002039547],"domain_scores_gemma":[0.996752,0.0002544266,0.000565082,0.00003813486,0.001974995,0.000415379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001313872,0.0001404337,0.9341094,0.0005706298,0.00006410769,0.0001204346,0.00078949,0.0004837407,0.0001808386,0.000404327,0.03287276,0.03013238],"study_design_scores_gemma":[0.00004291375,0.00005282641,0.9886645,0.0001671197,0.00004044659,0.0001382401,0.0009246396,0.001047778,0.00005358538,0.00007263714,0.008777376,0.00001793311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370129,0.003426159,0.002168223,0.01138658,0.0001572898,0.005027643,0.09830342,0.0002058854,0.04231192],"genre_scores_gemma":[0.9395316,0.002272543,0.01684029,0.001921701,0.00004233164,0.001476008,0.03446613,0.00002904502,0.003420423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05083793,"threshold_uncertainty_score":0.134602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681699031120641,"score_gpt":0.3021308920964541,"score_spread":0.2653139017852477,"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."}}