{"id":"W2998113175","doi":"10.15171/ijhpm.2019.137","title":"\"It’s Not Smooth Sailing\": Bridging the Gap Between Methods and Content Expertise in Public Health Guideline Development","year":2020,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; University of Sydney","keywords":"Bridging (networking); Guideline; Business; Medicine; Computer science; Pathology; Computer security","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4555764,0.001177344,0.00183631,0.006981615,0.02028868,0.02335198,0.006546111,0.0091378,0.003254175],"category_scores_gemma":[0.4504901,0.002775312,0.001513837,0.005567694,0.06319446,0.03045157,0.03546466,0.01424297,0.0006932869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02490366,"about_ca_system_score_gemma":0.06172371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007817235,"about_ca_topic_score_gemma":0.01161308,"domain_scores_codex":[0.3113849,0.6403072,0.01197205,0.007243753,0.02246759,0.006624433],"domain_scores_gemma":[0.2517873,0.6919121,0.0197638,0.01433801,0.01510939,0.007089467],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000644521,0.00006680063,0.002721754,0.001933955,0.00004525961,0.0003449311,0.9365008,0.00008468877,0.0003195088,0.01282223,0.002159985,0.04293551],"study_design_scores_gemma":[0.0001528045,0.0003564509,0.006542088,0.01630816,0.0001436424,0.00098432,0.8493114,0.00117056,0.0008996134,0.05694191,0.06704327,0.0001458343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4378183,0.02615625,0.1718543,0.3125405,0.002432329,0.0041047,0.000130307,0.0002702984,0.04469304],"genre_scores_gemma":[0.8674916,0.005748773,0.09355728,0.02703077,0.0004154168,0.003882723,0.00007453423,0.0001852827,0.001613617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5444236,"threshold_uncertainty_score":0.6713712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6575804844669099,"score_gpt":0.6106289688881715,"score_spread":0.04695151557873833,"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."}}