{"id":"W6902298146","doi":"10.6084/m9.figshare.21581939.v1","title":"Additional file 1 of A study protocol for improving the delivery of acute kidney replacement therapy (KRT) to critically ill patients in Alberta – DIALYZING WISELY","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Critically ill; Renal replacement therapy; Protocol (science); Acute kidney injury; Table (database)","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":[0.004088815,0.0009159,0.001411845,0.00182268,0.001572233,0.001603746,0.001879913,0.001011318,0.8102603],"category_scores_gemma":[0.04793155,0.0007501041,0.001171104,0.003722732,0.0003993579,0.001089294,0.0008536604,0.001350134,0.0861003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002942337,"about_ca_system_score_gemma":0.008480362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05349773,"about_ca_topic_score_gemma":0.07867198,"domain_scores_codex":[0.9984413,0.0005146497,0.0002978888,0.0002670209,0.0002785561,0.0002005877],"domain_scores_gemma":[0.9632685,0.02406133,0.002331574,0.002041616,0.006818087,0.001479011],"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":[0.0009713968,0.0001626703,0.001800393,0.002813615,0.00005511055,0.0000286724,0.0000839171,0.0003318187,0.00003669558,0.000895159,0.9834138,0.009406695],"study_design_scores_gemma":[0.03157303,0.0009325863,0.05101038,0.01494605,0.0005026926,0.000370617,0.0007672386,0.002044364,0.0005360162,0.01253978,0.8845779,0.0001993529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0003642754,0.00005731105,0.0005971192,0.0002798588,0.00008433464,0.003014672,0.9916962,0.0001720837,0.003734197],"genre_scores_gemma":[0.02700064,0.0008336298,0.02033687,0.003380878,0.0005819924,0.09343068,0.80778,0.001433371,0.04522192],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9465023,"threshold_uncertainty_score":0.2706406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04369467698801655,"score_gpt":0.3465626638730679,"score_spread":0.3028679868850514,"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."}}