{"id":"W2144528553","doi":"10.1177/0272989x11426176","title":"Test Result–Based Sampling","year":2011,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sample size determination; Sampling (signal processing); Statistics; Ranging; Sampling design; Simple random sample; Sample (material); Computer science; Population; Mathematics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08993455,0.001520935,0.001640749,0.00203953,0.0007834056,0.001285936,0.003900495,0.001919654,0.006067779],"category_scores_gemma":[0.2357489,0.0006839145,0.001178365,0.001572499,0.001593811,0.001168563,0.002422597,0.001223324,0.002876475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146902,"about_ca_system_score_gemma":0.002925897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637148,"about_ca_topic_score_gemma":0.0008325521,"domain_scores_codex":[0.8668456,0.1016069,0.007960403,0.005877801,0.01646033,0.00124902],"domain_scores_gemma":[0.8287762,0.1078666,0.01233187,0.02523715,0.02417602,0.001612203],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01224979,0.002763689,0.2036192,0.003674193,0.001193467,0.001046531,0.002980269,0.03059067,0.01499395,0.02766815,0.02449498,0.6747251],"study_design_scores_gemma":[0.01323137,0.05043025,0.1869719,0.003021037,0.002313887,0.007133187,0.001874923,0.4560282,0.06797767,0.06969821,0.1408924,0.0004269138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1236361,0.001105488,0.8104988,0.0007685076,0.0004675904,0.04905433,0.00215003,0.001050381,0.01126868],"genre_scores_gemma":[0.5526312,0.0004873933,0.3924906,0.001476929,0.0003146162,0.04649903,0.002829056,0.0001643266,0.003106923],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9100655,"threshold_uncertainty_score":0.475625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2973182593296005,"score_gpt":0.5081463113278938,"score_spread":0.2108280519982932,"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."}}