{"id":"W1843528340","doi":"10.1186/1748-5908-10-s1-a17","title":"Assessing the extent and quality of documentation of fidelity to the implementation strategy: a proposed scoring mechanism","year":2015,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Medicine; Documentation; Health informatics; Fidelity; Health services research; Health administration; Quality (philosophy); MEDLINE; Mechanism (biology); Scale (ratio); Cochrane Library; Family medicine; Alternative medicine; Medical education; Nursing; Public health; Pathology; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02536995,0.000152401,0.0002469199,0.0002522696,0.001388924,0.0001439547,0.0005944351,0.00003189599,0.000231963],"category_scores_gemma":[0.00142916,0.00009841823,0.00003369288,0.001761892,0.0004148615,0.001864721,0.0003310632,0.0001820391,0.00001682364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000410314,"about_ca_system_score_gemma":0.002730726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00722666,"about_ca_topic_score_gemma":0.002961616,"domain_scores_codex":[0.9934284,0.001588238,0.001996405,0.0004464423,0.001892227,0.0006482893],"domain_scores_gemma":[0.9951,0.001187849,0.001520768,0.000492867,0.001403314,0.0002952322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008400356,0.00005418744,0.1621071,0.0003543137,0.00002655862,3.613234e-7,0.1918446,0.0001595329,0.4528522,0.1080617,0.001535335,0.08292015],"study_design_scores_gemma":[0.001711132,0.0002187234,0.572257,0.00004220308,0.00001991897,0.00000124249,0.3809312,0.0001550571,0.0393742,0.00441007,0.0007312005,0.0001480996],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713154,0.00001000908,0.0164859,0.008295102,0.0003850053,0.003080667,0.0001202513,0.00002505647,0.0002825527],"genre_scores_gemma":[0.9933478,0.000007770452,0.003146149,0.003148577,0.00006590273,0.0002400441,0.00001238249,0.000009164224,0.00002216504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.413478,"threshold_uncertainty_score":0.9999111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8301451026694554,"score_gpt":0.7713510810208868,"score_spread":0.05879402164856862,"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."}}