{"id":"W4237438093","doi":"10.1093/geront/gnv282.01","title":"MANAGING PAIN PRELIMINARY RESULTS OF IMPLEMENTATION OF OBSERVATIONAL PAIN MANAGEMENT PROTOCOL:","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Parkwood Institute","funders":"","keywords":"Observational study; Pain management; Protocol (science); Medicine; Physical therapy; Alternative medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01311666,0.00009375686,0.0002598932,0.00006286883,0.00004682871,0.000004981697,0.0001292073,0.00005234978,0.00002065633],"category_scores_gemma":[0.0003670063,0.00006155163,0.0000449824,0.0001637661,0.00008475516,0.0000510092,0.00004551583,0.00009160738,0.000002416696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009641259,"about_ca_system_score_gemma":0.0003855259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00689421,"about_ca_topic_score_gemma":0.0005907242,"domain_scores_codex":[0.9974906,0.000942648,0.0007819239,0.0001641808,0.0003941691,0.0002264705],"domain_scores_gemma":[0.9986587,0.0002278341,0.0003943594,0.0003825935,0.0002233938,0.0001131574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0042926,0.0003423831,0.06805506,0.006122678,0.0002032661,0.00003400017,0.006317611,0.00004786403,0.00003416058,0.02376131,0.1144874,0.7763017],"study_design_scores_gemma":[0.01255712,0.01019855,0.6222029,0.0009943197,0.0001011737,0.00004098711,0.04073591,0.003545543,0.0002603566,0.00343275,0.3056209,0.0003094582],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.112029,0.0006685752,0.05596533,0.3820086,0.000790264,0.3400018,0.0002786412,0.0004105401,0.1078472],"genre_scores_gemma":[0.9843567,0.000004926296,0.003214989,0.001174064,0.0001163186,0.01033877,0.00009405668,0.00001261358,0.000687569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8723277,"threshold_uncertainty_score":0.999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2147853991878362,"score_gpt":0.4418318510680116,"score_spread":0.2270464518801754,"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."}}