{"id":"W3215224230","doi":"10.1097/01.npr.0000804164.94431.fc","title":"CHIPS","year":2021,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Medicine; Mnemonic; Acute kidney injury; Nephropathy; Intensive care medicine; Contrast-induced nephropathy; Psychological intervention; Internal medicine; Psychology; Endocrinology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002229393,0.00006229307,0.00009490995,0.00002892391,0.0001277478,0.0000262542,0.0000630777,0.00004382372,0.007844226],"category_scores_gemma":[0.0006186984,0.00003904275,0.00005633286,0.0002180874,0.0000671819,0.000115102,0.00001831634,0.000355685,0.002451519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004450033,"about_ca_system_score_gemma":0.0002822971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007930921,"about_ca_topic_score_gemma":0.000001740241,"domain_scores_codex":[0.9991861,0.0001026431,0.00009616676,0.0001355878,0.0003115591,0.0001679222],"domain_scores_gemma":[0.9991375,0.0001193577,0.00003033946,0.0004262474,0.0001751218,0.000111501],"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":[0.0002483117,0.0003952049,0.001618297,0.00002241828,0.000156123,0.0003363888,0.0004730524,5.610525e-7,0.04332738,0.008162864,0.9406154,0.004644041],"study_design_scores_gemma":[0.000901236,0.00007258614,0.01651468,0.00003301007,0.0001211475,0.00164713,0.001048877,0.00005702442,0.03690813,0.001086301,0.9415213,0.00008856038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06153894,0.0003098279,0.0002940858,0.317194,0.0004399185,0.0003159088,0.00004678831,0.0001166043,0.6197439],"genre_scores_gemma":[0.8448658,0.00009742831,0.001302573,0.01154125,0.0008677935,0.00008630256,0.0002042984,0.00003429811,0.1410002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7833269,"threshold_uncertainty_score":0.9983252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575770682085257,"score_gpt":0.3618739534798729,"score_spread":0.3261162466590204,"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."}}