{"id":"W3196081338","doi":"10.1111/hdi.12980","title":"Development and validation of a constipation treatment toolkit for patients on hemodialysis","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network","funders":"","keywords":"Content validity; Medicine; Constipation; Face validity; Hemodialysis; Likert scale; Physical therapy; Algorithm; Psychometrics; Internal medicine; Computer science; Clinical psychology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.05157884,0.0004802521,0.0009155226,0.003705647,0.001977148,0.002106894,0.001851429,0.0008547055,0.002117669],"category_scores_gemma":[0.08655973,0.0006044987,0.001747564,0.001931028,0.00109814,0.002152167,0.003626074,0.00151264,0.0007861183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00398412,"about_ca_system_score_gemma":0.02399416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00450512,"about_ca_topic_score_gemma":0.01013514,"domain_scores_codex":[0.9727611,0.014988,0.005872435,0.0009267507,0.004812128,0.0006397092],"domain_scores_gemma":[0.9264572,0.03553077,0.007707679,0.004695562,0.02315143,0.00245727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005580631,0.003534587,0.1297195,0.007280976,0.00018563,0.0009862379,0.03403727,0.002451636,0.00785808,0.002143014,0.017205,0.79404],"study_design_scores_gemma":[0.00220541,0.009367626,0.645894,0.02317681,0.001080479,0.004895689,0.07161687,0.02326718,0.02353035,0.01007507,0.1839283,0.000962217],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7600984,0.002054299,0.1040907,0.008953862,0.0004641449,0.09422694,0.00386855,0.002247124,0.02399605],"genre_scores_gemma":[0.3452555,0.001485086,0.6155972,0.0009154246,0.00008347541,0.03139316,0.003167578,0.0001216024,0.001980969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05157884,"threshold_uncertainty_score":0.2727782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02850967841219858,"score_gpt":0.280702550318581,"score_spread":0.2521928719063825,"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."}}