{"id":"W3135318517","doi":"10.1016/s0038-0814(21)00020-7","title":"Être infirmier aujourd'hui","year":2021,"lang":"fr","type":"article","venue":"Soins","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre hospitalier universitaire de Québec","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002045932,0.0002661826,0.0005033994,0.00007482922,0.001023758,0.00006277482,0.0001760365,0.0009614145,0.02696272],"category_scores_gemma":[0.001846215,0.000269353,0.0001728859,0.0005360277,0.00009011989,0.0004822087,0.000208866,0.002190459,0.01550602],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707302,"about_ca_system_score_gemma":0.00579071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006981832,"about_ca_topic_score_gemma":0.01329156,"domain_scores_codex":[0.9930731,0.004034113,0.0009129563,0.0004847744,0.0003844812,0.001110585],"domain_scores_gemma":[0.9958404,0.001848122,0.0004054526,0.0007600497,0.0005111014,0.0006348743],"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":[0.00003805369,0.0003633405,0.03203337,0.004709861,0.0001940573,0.001427451,0.03365458,0.000005710022,0.0001871108,0.08450086,0.7015288,0.1413568],"study_design_scores_gemma":[0.0005094024,0.00007041256,0.009863753,0.00131786,0.0000544521,0.0001127875,0.01629909,0.00004143523,0.00005156847,0.001401866,0.9700116,0.0002658083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09481602,0.04502543,0.0001738602,0.5088402,0.02667398,0.0007223466,0.0002981192,0.0001393408,0.3233107],"genre_scores_gemma":[0.4003705,0.002685796,0.001006463,0.009765088,0.005744898,0.00004520277,0.00005193921,0.00007891557,0.5802512],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4990751,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1779811089461849,"score_gpt":0.5068446270646705,"score_spread":0.3288635181184856,"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."}}