{"id":"W2034103895","doi":"10.1186/1748-5908-6-133","title":"Understanding implementation processes of clinical pathways and clinical practice guidelines in pediatric contexts: a study protocol","year":2011,"lang":"en","type":"article","venue":"Implementation Science","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Ottawa; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Fondation pour la Recherche Médicale","keywords":"Medicine; Health services research; Health informatics; Protocol (science); Health administration; Clinical Practice; Public health; Family medicine; Alternative medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02284393,0.0002230125,0.0005879734,0.0005106534,0.0001704749,0.00006956654,0.0002517081,0.00007523096,0.0002879529],"category_scores_gemma":[0.03326546,0.0001964363,0.0000836305,0.001830014,0.0004036826,0.002100982,0.000222659,0.0003080951,0.000007649174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664684,"about_ca_system_score_gemma":0.002725435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247366,"about_ca_topic_score_gemma":0.002674272,"domain_scores_codex":[0.9904935,0.0005350836,0.006356525,0.0008681989,0.001325199,0.0004215073],"domain_scores_gemma":[0.9914631,0.002583122,0.002404755,0.0003984005,0.002872508,0.0002781281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009075186,0.001162827,0.9379799,0.0001148105,0.0000348278,0.00002048173,0.00219453,4.165435e-7,0.00006257357,0.0003958882,0.0004373084,0.05668888],"study_design_scores_gemma":[0.01659866,0.004098064,0.8823988,0.00003648431,0.0003397674,0.00003250432,0.09465096,0.00008820934,0.0002857237,0.000563504,0.0006987376,0.0002085676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9020708,0.00001879219,0.005700486,0.001552798,0.0003937739,0.089174,0.00002541125,0.00006959271,0.0009943912],"genre_scores_gemma":[0.961551,0.0001022729,0.03006903,0.001313333,0.0002228603,0.006701623,0.00001295312,0.0000218384,0.000005076451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09245643,"threshold_uncertainty_score":0.9748778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8302626094396585,"score_gpt":0.7044116635241665,"score_spread":0.125850945915492,"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."}}