{"id":"W2332975285","doi":"10.1097/sga.0b013e3182075ee2","title":"It Starts With Ordinary People","year":2010,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterology; Endoscopy; Family medicine; Internal medicine; Nursing","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":[0.003190481,0.001457871,0.001075527,0.0007257008,0.0109087,0.009786588,0.001369225,0.005375267,0.07295878],"category_scores_gemma":[0.01204701,0.0005781769,0.0006695093,0.0006464513,0.009219196,0.01021252,0.01100569,0.01428281,0.1208835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595714,"about_ca_system_score_gemma":0.005573402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004960279,"about_ca_topic_score_gemma":0.008199288,"domain_scores_codex":[0.9949581,0.001671118,0.0001323213,0.0005548091,0.001988412,0.0006951668],"domain_scores_gemma":[0.9894071,0.001212794,0.0004579297,0.001395988,0.003255606,0.004270533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003880633,0.0001489981,0.0005229795,0.0002078333,0.00001127875,0.0003640506,0.01506578,0.00002581613,0.0005424918,0.01921364,0.9195694,0.04428894],"study_design_scores_gemma":[0.000007646733,0.00004588614,0.0003132431,0.0002309449,0.000002742508,0.0002063759,0.008690847,0.00001653491,0.00009195033,0.005508007,0.9848674,0.00001844327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007489721,0.004848842,0.01089041,0.1578883,0.04529102,0.0005821366,0.0003710558,0.002794638,0.7698438],"genre_scores_gemma":[0.04524836,0.003217023,0.007521534,0.1282719,0.007815215,0.0005089244,0.0003131758,0.001470582,0.8056334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07295878,"threshold_uncertainty_score":0.2440714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005612749457805568,"score_gpt":0.2370318268344829,"score_spread":0.2314190773766773,"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."}}