{"id":"W2094074351","doi":"10.1186/cc5550","title":"Long-term outcome of patients with contrast-induced nephropathy","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Contrast-induced nephropathy; Nephropathy; Diabetes mellitus; Intensive care medicine; Outcome (game theory); Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678921,0.0002449768,0.0008107105,0.0005888758,0.000773791,0.0007258696,0.0003071047,0.000752271,0.0008479139],"category_scores_gemma":[0.006990029,0.0001194513,0.0007565889,0.0006066912,0.0004262664,0.0007147582,0.0005280201,0.000805611,0.0002428401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004599572,"about_ca_system_score_gemma":0.0004953974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555834,"about_ca_topic_score_gemma":0.001317866,"domain_scores_codex":[0.9990997,0.0003037427,0.0001462832,0.000100521,0.0001421298,0.0002076953],"domain_scores_gemma":[0.9942563,0.001464908,0.001805374,0.0002963091,0.0008102243,0.001366868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003381194,0.0005097255,0.9865992,0.00007925716,0.0003917711,0.0006707332,0.0001872663,0.0001280734,0.0003352056,0.00004654434,0.0001576763,0.007513284],"study_design_scores_gemma":[0.0001480425,0.005851897,0.9908351,0.00005176952,0.000459506,0.00142817,0.0002300695,0.0001734084,0.0002007284,0.0001540561,0.000435466,0.00003177686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961171,0.002726296,0.0001068605,0.0001242899,0.00002698591,0.00001621563,0.000210324,0.00000280982,0.0006690834],"genre_scores_gemma":[0.9990402,0.0003906756,0.00003283894,0.00006121651,0.00003441196,0.00001326178,0.000338662,8.250766e-7,0.00008787084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001678921,"threshold_uncertainty_score":0.008879066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817757950551518,"score_gpt":0.3835978740872577,"score_spread":0.3454202945817425,"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."}}