{"id":"W4407238042","doi":"10.1016/j.phacli.2024.11.034","title":"Psychiatrie. Outils et podcasts utiles dans notre pratique pharmaceutique quotidienne","year":2025,"lang":"fr","type":"article","venue":"Le Pharmacien Clinicien","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Art","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":[0.00225243,0.0009064612,0.001233174,0.0004046057,0.0005001288,0.0001973805,0.0006744341,0.0004872165,0.0009965601],"category_scores_gemma":[0.0004527129,0.0008760056,0.0008186962,0.001404889,0.0006543869,0.0004614343,0.0004044051,0.00108508,0.0009051245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007737108,"about_ca_system_score_gemma":0.0035504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506151,"about_ca_topic_score_gemma":0.0004452005,"domain_scores_codex":[0.99369,0.0008789827,0.001654338,0.001518397,0.000586172,0.001672118],"domain_scores_gemma":[0.9959219,0.001397748,0.000470793,0.001066559,0.0003208308,0.0008222112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001485837,0.02266199,0.2115967,0.001818205,0.003046429,0.001898344,0.0102154,0.0005300955,0.0113922,0.05641621,0.1703197,0.5086189],"study_design_scores_gemma":[0.01870139,0.0007238401,0.04260894,0.001626553,0.002434511,0.0003069952,0.002514689,0.006763598,0.07473867,0.0007954029,0.847806,0.0009793449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6269576,0.08907856,0.001937007,0.1469007,0.0227413,0.004134626,0.00109829,0.0004918189,0.1066601],"genre_scores_gemma":[0.8947108,0.01980789,0.001206848,0.01996531,0.001303301,0.0003489137,0.0001446255,0.0001088023,0.0624035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6774864,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04366449723474567,"score_gpt":0.4306982172038584,"score_spread":0.3870337199691127,"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."}}