{"id":"W143376152","doi":"","title":"The process of developing best practice guidelines for nurses in Ontario: risk assessment and prevention of pressure ulcers.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre","funders":"","keywords":"Medicine; Guideline; Best practice; Nursing; Stakeholder; Health care; Christian ministry; MEDLINE; Public relations; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002418111,0.00008844365,0.0002310842,0.00005465169,0.00005324815,0.00001558739,0.0000681154,0.00005519986,0.00001636081],"category_scores_gemma":[0.02555292,0.00006515743,0.00004512109,0.0001298827,0.00005432302,0.0003203263,0.00002658936,0.0001594145,2.212126e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008326112,"about_ca_system_score_gemma":0.0001832076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005078633,"about_ca_topic_score_gemma":0.02166997,"domain_scores_codex":[0.9981288,0.00009966855,0.001130063,0.0001851244,0.0002828362,0.0001735429],"domain_scores_gemma":[0.9956716,0.001835105,0.000881297,0.0001741819,0.001394736,0.000043061],"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":[0.0006676757,0.0005255049,0.1443569,0.0004165089,0.0002950199,0.000001283554,0.0007601738,0.00008462108,0.00002877455,0.0002000724,0.003726453,0.848937],"study_design_scores_gemma":[0.005076923,0.000436281,0.8415377,0.0002168534,0.001374521,0.00002125438,0.005231692,0.00213642,0.0004326849,0.001283437,0.1420934,0.0001587741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361906,0.001768079,0.003891007,0.04559232,0.0009413112,0.009616669,0.00003804407,0.00002769294,0.001934257],"genre_scores_gemma":[0.9677163,0.0008052732,0.02717538,0.0004121835,0.00008680893,0.001478311,0.00002102723,0.00001809537,0.002286618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8487783,"threshold_uncertainty_score":0.996182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2914291298943825,"score_gpt":0.5087678265507711,"score_spread":0.2173386966563886,"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."}}