{"id":"W3135958548","doi":"10.4212/cjhp.3850","title":"CSHP Professional Practice Conference 2025: Poster Abstracts / Conférence sur la pratique professionnelle 2025 de la SCPH : Résumés des affiches","year":2025,"lang":"fr","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Data science; Medical education; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008392727,0.001220675,0.000617381,0.003625215,0.004049864,0.006120011,0.00182672,0.00526556,0.1758276],"category_scores_gemma":[0.01230865,0.0005176895,0.0008827944,0.003238981,0.001693391,0.003016506,0.004353415,0.005137751,0.03556476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007052343,"about_ca_system_score_gemma":0.03193184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04105902,"about_ca_topic_score_gemma":0.07971517,"domain_scores_codex":[0.9951008,0.001039005,0.0003500268,0.0003325154,0.002233398,0.0009442454],"domain_scores_gemma":[0.9806572,0.00161754,0.0005031324,0.0003510994,0.00913239,0.007738671],"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":[0.0001228065,0.0001093391,0.0003445746,0.0006129762,0.000008094697,0.0001144992,0.0002081715,0.00008892451,0.0004708552,0.002353851,0.9254955,0.0700704],"study_design_scores_gemma":[0.00003783967,0.00006231737,0.003481279,0.0005561491,0.00000439682,0.0001316942,0.0003592258,0.00005744155,0.0003002918,0.0007896383,0.9942026,0.00001717584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006360634,0.08517369,0.00300915,0.3255968,0.3080559,0.00071083,0.003167929,0.0003703297,0.2675548],"genre_scores_gemma":[0.04416643,0.06454393,0.00431718,0.02552055,0.1181006,0.0006885225,0.002992917,0.0003840181,0.7392859],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1758276,"threshold_uncertainty_score":0.5882019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05061687508683269,"score_gpt":0.4301451518613743,"score_spread":0.3795282767745416,"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."}}