{"id":"W4255482114","doi":"10.29173/jchla29418","title":"Isabel Pro","year":2019,"lang":"fr","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Health, Education, and Cultural Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002880601,0.001326928,0.001500174,0.004703153,0.001159791,0.005019599,0.001752743,0.004447896,0.2634676],"category_scores_gemma":[0.006869179,0.0005119721,0.001215585,0.002133553,0.0006803581,0.001892646,0.001304751,0.002623444,0.1898695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002423931,"about_ca_system_score_gemma":0.007466539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007844109,"about_ca_topic_score_gemma":0.02280553,"domain_scores_codex":[0.997568,0.0003323641,0.00009577809,0.0002166204,0.001565231,0.0002220863],"domain_scores_gemma":[0.9914247,0.000687646,0.0006110328,0.0002614074,0.005412667,0.001602551],"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":[0.0001006189,0.00004375203,0.00002956539,0.0006944513,0.0000101636,0.00002479221,0.00001083064,0.00001885927,0.0004056358,0.0006562323,0.9054219,0.09258322],"study_design_scores_gemma":[0.00004248827,0.0000550662,0.0001588223,0.0002681669,0.0000136084,0.00004653199,0.00001122903,0.00001726175,0.0001221534,0.0001952829,0.9990639,0.000005495972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001303247,0.2175162,0.00248836,0.0502831,0.06022033,0.001677879,0.007550213,0.002783995,0.6561766],"genre_scores_gemma":[0.003871702,0.04978078,0.001720252,0.0186065,0.0123553,0.0004739527,0.004269402,0.0005311439,0.9083909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7365324,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008284679734452195,"score_gpt":0.2678934277554538,"score_spread":0.2596087480210016,"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."}}