{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06366973,0.001961365,0.002213425,0.001663502,0.002807377,0.002417034,0.002709527,0.00232086,0.05384472],"category_scores_gemma":[0.1661993,0.001665665,0.003792328,0.002043446,0.001236568,0.002136759,0.002849977,0.004779412,0.01253588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005327936,"about_ca_system_score_gemma":0.02330521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008188305,"about_ca_topic_score_gemma":0.01382917,"domain_scores_codex":[0.9611039,0.02499114,0.005887516,0.00242447,0.003862284,0.001730696],"domain_scores_gemma":[0.8886362,0.04852667,0.01079842,0.01850108,0.03034753,0.003190125],"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":[0.09520107,0.03446683,0.03883067,0.01761517,0.001945753,0.0005400333,0.007021717,0.01384344,0.003734628,0.01036035,0.2546749,0.5217655],"study_design_scores_gemma":[0.1173086,0.06588802,0.3844312,0.01537463,0.00287126,0.0002521518,0.006120963,0.03962762,0.02134771,0.03149838,0.3141153,0.001164208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.04759438,0.0002443782,0.04046401,0.002322934,0.0009460105,0.8188621,0.07049479,0.001659162,0.01741232],"genre_scores_gemma":[0.03602087,0.00009690019,0.03456734,0.0003782194,0.00004957089,0.919699,0.006794455,0.00009376665,0.002299945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06366973,"threshold_uncertainty_score":0.3367217,"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."}}