{"id":"W4256021216","doi":"10.21203/rs.3.rs-621753/v1","title":"Using the QI Maturity Tool – Modified Ontario Version to Assess the State of QI Maturity in Ontario’s Public Health Units","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Regional Municipality of Niagara; Brock University","funders":"","keywords":"Maturity (psychological); State (computer science); Public health; Capability Maturity Model; Traditional medicine; Political science; Medicine; Computer science; Nursing; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.008564637,0.0004730358,0.0005640341,0.0037156,0.002050201,0.002889893,0.001108644,0.0005137079,0.006113923],"category_scores_gemma":[0.04045074,0.0005843655,0.001789347,0.006791302,0.0007159768,0.001945547,0.003205438,0.001097431,0.0007976826],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03442496,"about_ca_system_score_gemma":0.07830409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8968266,"about_ca_topic_score_gemma":0.9409406,"domain_scores_codex":[0.9930539,0.001173615,0.001026508,0.000348583,0.003315148,0.001082263],"domain_scores_gemma":[0.97178,0.004521888,0.003737459,0.001088274,0.01659571,0.002276607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003420204,0.0001627732,0.8435468,0.0006753269,0.0002918681,0.00009895939,0.007316821,0.001063454,0.0004601413,0.002833345,0.05025018,0.09295829],"study_design_scores_gemma":[0.0000727118,0.00009164971,0.9601879,0.0002944424,0.00009890757,0.00003773663,0.003730193,0.001957031,0.0004433639,0.0006670944,0.03234667,0.00007233299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8114756,0.001134859,0.01908211,0.00624705,0.0003067756,0.00701513,0.06782713,0.00111557,0.08579577],"genre_scores_gemma":[0.8942809,0.0007656479,0.05686326,0.0003955695,0.00003617382,0.005446922,0.02390957,0.0001947238,0.01810721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.965575,"threshold_uncertainty_score":0.2497717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3641793438618666,"score_gpt":0.429922315701373,"score_spread":0.06574297183950639,"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."}}