{"id":"W4411256935","doi":"10.4212/cjhp.3828","title":"Renforcer notre communauté","year":2025,"lang":"fr","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Multiple Sclerosis Society of Canada","funders":"","keywords":"Gynecology; Medicine","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":[0.005881875,0.00205098,0.00150644,0.002288823,0.006014242,0.00811076,0.001245254,0.005044912,0.1755024],"category_scores_gemma":[0.01096297,0.0006808599,0.001421245,0.001103535,0.002730383,0.002306083,0.002970266,0.008193721,0.03264224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02169255,"about_ca_system_score_gemma":0.03131629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3085951,"about_ca_topic_score_gemma":0.2752977,"domain_scores_codex":[0.9918364,0.001546528,0.0002364827,0.0009192339,0.00426666,0.001194725],"domain_scores_gemma":[0.9922205,0.001483065,0.0003382576,0.0005020314,0.002527765,0.002928372],"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":[0.0004513704,0.0002421202,0.003374613,0.0004618365,0.0001019821,0.002314067,0.001066368,0.001695034,0.003047665,0.1948816,0.6660246,0.1263387],"study_design_scores_gemma":[0.0000272552,0.00001663586,0.001722058,0.00008747661,0.000003960689,0.0002114401,0.0001686034,0.0001523562,0.0002841,0.0008154577,0.9964967,0.00001409677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02499618,0.07254326,0.006686567,0.2408351,0.06700154,0.0003843158,0.002963378,0.002383621,0.5822059],"genre_scores_gemma":[0.05045871,0.00822782,0.002314272,0.005352438,0.004273467,0.0001383588,0.0004089284,0.0002953266,0.9285307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8244976,"threshold_uncertainty_score":0.6135978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538063808281739,"score_gpt":0.331618464042668,"score_spread":0.3062378259598506,"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."}}