{"id":"W2415097299","doi":"10.1016/j.annpat.2014.06.012","title":"Lignes directrices de l’association canadienne des pathologistes concernant l’implantation d’un service de télépathologie diagnostique à l’aide de lames virtuelles","year":2014,"lang":"fr","type":"article","venue":"Annales de Pathologie","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Molecular biology; Biology; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005885631,0.0006751901,0.0009730599,0.0002538809,0.0005415849,0.0001467223,0.0005871293,0.001075397,0.0001300622],"category_scores_gemma":[0.01186814,0.0006481007,0.0002906357,0.0005563868,0.0005204713,0.0003554145,0.0001765122,0.0007208136,0.0001472785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203456,"about_ca_system_score_gemma":0.001051549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00942422,"about_ca_topic_score_gemma":0.01131603,"domain_scores_codex":[0.9929164,0.00188789,0.0007259877,0.0008262466,0.0003286751,0.003314773],"domain_scores_gemma":[0.9936274,0.003975862,0.0006307078,0.0005522137,0.0004407247,0.0007730983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001205328,0.0004800618,0.8073936,0.0008765392,0.0001667791,0.003803606,0.00944775,0.0004923606,0.01949709,0.001578373,0.002852238,0.1532911],"study_design_scores_gemma":[0.001647966,0.001427401,0.925206,0.001283577,0.0008094551,0.003274842,0.00706687,0.003232322,0.01523699,0.02733684,0.01252203,0.0009557289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159259,0.05909049,0.003183166,0.01777366,0.0006068482,0.00046083,0.0002004122,0.0003460613,0.0024127],"genre_scores_gemma":[0.9003063,0.08105845,0.01043834,0.005576148,0.0006251741,0.0001920929,0.0001348099,0.00008674153,0.00158191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1523354,"threshold_uncertainty_score":0.999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03992915455023172,"score_gpt":0.2832151943154199,"score_spread":0.2432860397651881,"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."}}