{"id":"W4389219232","doi":"10.1111/jvim.16938","title":"Predictors of blood ionized calcium concentration in sick adult cattle","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Animal health and immunology","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cegep de Saint Hyacinthe","funders":"","keywords":"Medicine; Calcium; Calcium metabolism; Blood calcium; Physiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006810059,0.000317346,0.0002855144,0.0007796843,0.0002501407,0.000562202,0.0002158113,0.0003845979,0.001241082],"category_scores_gemma":[0.001559952,0.0001515067,0.0002229739,0.0006001647,0.0002655013,0.0002346295,0.000172628,0.0002799813,0.0001796013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216401,"about_ca_system_score_gemma":0.0002127299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005962962,"about_ca_topic_score_gemma":0.008598232,"domain_scores_codex":[0.9996524,0.00009513564,0.00003525095,0.00007570248,0.00007393811,0.00006762121],"domain_scores_gemma":[0.998306,0.0006076325,0.0006410559,0.00004559275,0.0001919102,0.0002076394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001071397,0.00001164848,0.9980921,0.000008219085,0.000022278,0.0000419822,0.00002428599,0.00007559075,0.0007605915,0.000005854799,0.00003396822,0.0008164252],"study_design_scores_gemma":[0.00000265275,0.0001110957,0.9987219,0.000006023389,0.00001995054,0.0002187216,0.00009344635,0.0005516467,0.0001599155,0.00001824673,0.00009400868,0.000002354343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993836,0.0001758319,0.0001257997,0.00001419206,0.000001634844,0.00000208776,0.0001722891,0.00000237492,0.0001221844],"genre_scores_gemma":[0.9993929,0.00006871648,0.0001838994,0.000008738711,0.000004815033,0.000002129863,0.0002629054,9.218785e-7,0.00007501913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005962962,"threshold_uncertainty_score":0.0118565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07454564793696908,"score_gpt":0.3821119699314861,"score_spread":0.3075663219945171,"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."}}