{"id":"W6977218753","doi":"10.6084/m9.figshare.20081136","title":"Additional file 2 of Strategies to adapt and implement health system guidelines and recommendations: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Health data; Key (lock); Data extraction; Matching (statistics); Work (physics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005809479,0.0000482004,0.00009808381,0.00003386024,0.0001955293,0.00004266473,0.0001399021,0.000003608564,0.5129815],"category_scores_gemma":[0.00009336005,0.00005169218,0.00001572346,0.000211755,0.000001316726,0.00009832605,0.0003494284,0.00003236579,0.00002400977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002478039,"about_ca_system_score_gemma":0.0002996942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008147553,"about_ca_topic_score_gemma":0.00000867601,"domain_scores_codex":[0.9993783,0.0000356443,0.000227113,0.0001596596,0.0001322745,0.0000670557],"domain_scores_gemma":[0.9991817,0.0003828055,0.0001349402,0.000124937,0.0001270158,0.00004862655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[1.339229e-7,0.000004634814,1.273488e-8,0.000664616,0.000002215609,1.007333e-7,0.00002896235,0.0000490709,1.479189e-7,0.005314725,0.9783549,0.01558049],"study_design_scores_gemma":[0.00003299521,0.00004147926,0.00005310171,0.03420595,7.573937e-7,0.00001056522,0.0001041825,0.00544859,3.213393e-7,0.0005136254,0.9595227,0.00006571111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[8.981981e-8,0.0017715,0.0009769809,0.005380564,0.000007097228,0.0004036621,0.9912615,0.00002622939,0.0001723668],"genre_scores_gemma":[0.0002275336,0.00004007657,0.0383179,0.002481841,0.00003593789,0.004702814,0.9541634,0.000004964488,0.00002549277],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5129576,"threshold_uncertainty_score":0.4874637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135224093350082,"score_gpt":0.3900402832983139,"score_spread":0.2548161899482319,"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."}}