{"id":"W4221069559","doi":"10.29173/cais1301","title":"When to call on CAI","year":2022,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Roll call; Computer science; Political 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":[0.001386595,0.001345939,0.001804644,0.004314553,0.003979954,0.006476602,0.002606473,0.006958193,0.9104413],"category_scores_gemma":[0.01067514,0.0008293924,0.00150052,0.00201419,0.0006318384,0.004405874,0.005966462,0.005397567,0.836306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002719759,"about_ca_system_score_gemma":0.00456741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01491226,"about_ca_topic_score_gemma":0.03234305,"domain_scores_codex":[0.9985863,0.0001436856,0.00006831295,0.0001274439,0.0006855844,0.0003887089],"domain_scores_gemma":[0.9918228,0.0007273144,0.0002369495,0.0003859994,0.002774838,0.004052093],"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":[0.00001896945,0.0000197731,0.00005031816,0.00003365397,7.854493e-7,0.00002709679,0.000007687042,0.000008192747,0.00001483635,0.0001117872,0.9902875,0.009419392],"study_design_scores_gemma":[0.00006054637,0.00002895018,0.0009311086,0.0001295746,0.000002513733,0.0000417126,0.0001818219,0.00003879319,0.0000567936,0.0004589887,0.9980469,0.00002232968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005718164,0.001103031,0.0007743828,0.03127397,0.03488547,0.001857518,0.01456369,0.008531434,0.9064387],"genre_scores_gemma":[0.001215946,0.0004027609,0.0004788865,0.0108931,0.004312376,0.0004830578,0.002789029,0.0009956438,0.9784293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9104413,"threshold_uncertainty_score":0.1277446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04991556384971114,"score_gpt":0.3372696605739565,"score_spread":0.2873540967242454,"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."}}