{"id":"W4298110755","doi":"10.7759/cureus.29767","title":"Outcomes of Rubber Band Ligation in Haemorrhoids Among Outdoor Patients","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Ligation; Hemorrhoids; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003426843,0.0001218967,0.0002663247,0.0003517467,0.000383083,0.0004738554,0.0001229329,0.0002391506,0.002082849],"category_scores_gemma":[0.002399398,0.00008781932,0.0003203707,0.000461389,0.0002519402,0.0002983772,0.0003224543,0.0003770744,0.000198455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805766,"about_ca_system_score_gemma":0.0002354349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004860216,"about_ca_topic_score_gemma":0.0006007957,"domain_scores_codex":[0.9996564,0.00009782161,0.00004529612,0.00005085514,0.00006875564,0.0000808662],"domain_scores_gemma":[0.9976438,0.0003370899,0.001426567,0.00006376448,0.00009169335,0.0004371655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002978421,0.0001143339,0.9960282,0.00004099441,0.00002314138,0.0004294324,0.000146154,0.00002536641,0.0001892104,0.00001256333,0.00009052822,0.002602288],"study_design_scores_gemma":[0.00001775111,0.001172368,0.995159,0.00002437797,0.00002934553,0.002395811,0.0007203483,0.00006046175,0.0001074424,0.00002829996,0.0002777789,0.000007003322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993427,0.0002748136,0.00003044246,0.00002232113,0.000003949002,0.000006150442,0.00006950668,0.000001245569,0.0002489092],"genre_scores_gemma":[0.9997051,0.0001106609,0.00002033474,0.00001147567,0.000007949129,0.00000473968,0.00008389378,5.502818e-7,0.00005512997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002082849,"threshold_uncertainty_score":0.006967843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008220067104047239,"score_gpt":0.2543771553198601,"score_spread":0.2461570882158129,"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."}}