{"id":"W6921117573","doi":"10.6084/m9.figshare.16755940","title":"Additional file 1 of Online clinical pathway for chronic kidney disease management in primary care: a retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; University of Calgary","funders":"","keywords":"Cohort; Diabetes mellitus; Albuminuria; Statin; Retrospective cohort study; Cohort study","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":[0.001359015,0.0007558971,0.001101315,0.002011036,0.001040829,0.001068864,0.001110124,0.0008901979,0.566135],"category_scores_gemma":[0.02044248,0.0004698334,0.0006113493,0.005773085,0.0001909082,0.001119276,0.0008677515,0.0009498065,0.05104895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292255,"about_ca_system_score_gemma":0.002301429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357051,"about_ca_topic_score_gemma":0.01297085,"domain_scores_codex":[0.9987622,0.0002578209,0.0002967438,0.0003000946,0.0002091042,0.0001740811],"domain_scores_gemma":[0.9885528,0.006318714,0.001908378,0.0008715568,0.001878823,0.0004698057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003584507,0.0001620472,0.01796208,0.001889877,0.00006478141,0.0001037623,0.0001343065,0.0003276711,0.00005618101,0.0007784092,0.9712748,0.006887628],"study_design_scores_gemma":[0.01177709,0.001291705,0.3632288,0.01129272,0.0005977633,0.002205298,0.002128623,0.006567914,0.0008230957,0.01137481,0.5884014,0.0003108255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001220295,0.00003483269,0.0003139418,0.0001241025,0.00001575738,0.0004912264,0.9962907,0.00006764597,0.001441535],"genre_scores_gemma":[0.05539906,0.0004659468,0.00582174,0.001323886,0.0002301249,0.02173241,0.9006111,0.000372894,0.01404274],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.566135,"threshold_uncertainty_score":0.6188557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108478908037754,"score_gpt":0.430663729383906,"score_spread":0.3221848213461519,"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."}}