{"id":"W6977213426","doi":"10.6084/m9.figshare.26231133.v1","title":"Additional file 1 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":"Bach Studies and Logistics Development","field":"Arts and Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001829115,0.000103846,0.0002993745,0.00005158575,0.00006254028,0.00001750988,0.00006704602,0.00002477348,0.6700036],"category_scores_gemma":[0.001986967,0.00008753716,0.00002888878,0.00007057959,0.00001967228,0.00002558711,0.0001766708,0.0001103029,0.00001182515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004733593,"about_ca_system_score_gemma":0.001437549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03834946,"about_ca_topic_score_gemma":0.8076974,"domain_scores_codex":[0.998784,0.00005139944,0.0006216776,0.0001848703,0.0002353218,0.0001227488],"domain_scores_gemma":[0.9971855,0.002302742,0.0001292639,0.00008411997,0.0002483792,0.00004993817],"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":[0.000007182555,0.0001092434,0.00008146976,0.0005330627,0.00004933218,0.0003324054,0.01196805,0.000003247696,1.278458e-7,0.00001129148,0.9815312,0.005373355],"study_design_scores_gemma":[0.0002506722,0.0002402796,0.01773828,0.004193443,0.00001944856,0.0000282203,0.04582653,0.0002210449,0.00001268431,0.00003874938,0.9312185,0.0002121205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0883718,0.00005396257,4.423789e-8,0.000007319292,0.00005236454,0.0002470728,0.9102871,0.000008518725,0.0009718513],"genre_scores_gemma":[0.9044104,2.39772e-7,0.002036044,0.00003107906,0.0001034677,0.0004558697,0.09233696,0.000012296,0.0006136978],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8179501,"threshold_uncertainty_score":0.9680542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2588980462214316,"score_gpt":0.3328762505556986,"score_spread":0.07397820433426705,"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."}}