{"id":"W6921020537","doi":"10.6084/m9.figshare.26747453","title":"Additional file 7 of Development and validity testing of a matrix to evaluate maturity of clinical pathways: a case study in Saskatchewan, Canada","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Matrix (chemical analysis); Maturity (psychological); Measure (data warehouse); Comparability; Reliability (semiconductor)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006121748,0.0007110803,0.0007771075,0.005260104,0.002397758,0.002946929,0.002372915,0.0010625,0.7303777],"category_scores_gemma":[0.1187249,0.000668516,0.001039931,0.007085185,0.0006243034,0.001913143,0.001739104,0.0009973329,0.07138834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040154,"about_ca_system_score_gemma":0.02895681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4477804,"about_ca_topic_score_gemma":0.651567,"domain_scores_codex":[0.9967511,0.0008326454,0.0005822977,0.0002923591,0.001209362,0.0003322205],"domain_scores_gemma":[0.8403115,0.105837,0.003984777,0.005574448,0.04181963,0.002472675],"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":[0.0001457584,0.0001018097,0.005975024,0.001304166,0.00002640358,0.00008360804,0.000579578,0.0004337439,0.00003598473,0.00116604,0.9730399,0.01710797],"study_design_scores_gemma":[0.003218433,0.0001605491,0.1018688,0.006941934,0.0001855038,0.0003352421,0.007390929,0.003470608,0.0008522567,0.008993165,0.8663151,0.0002675093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001524711,0.00002641179,0.0007582332,0.0005475592,0.00005636616,0.001092677,0.9857782,0.0004877264,0.009728069],"genre_scores_gemma":[0.06288534,0.0003389976,0.03397672,0.001150663,0.0001023025,0.01958451,0.8299292,0.001671553,0.05036072],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7303777,"threshold_uncertainty_score":0.890348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.502129807667502,"score_gpt":0.5021101651156433,"score_spread":0.00001964255185871178,"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."}}