{"id":"W2174673321","doi":"","title":"La fragilité: Détecter les patients âgés à risque élevé d’issues défavorables","year":2015,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science; Humanities; 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"],"consensus_categories":[],"category_scores_codex":[0.00129055,0.000622666,0.0007406503,0.0001644314,0.0001274077,0.0001505295,0.0004400303,0.0007056386,0.0007722845],"category_scores_gemma":[0.003320567,0.0006019284,0.0002478829,0.0003810679,0.000635246,0.0004979045,0.0002077448,0.001018629,0.0006061962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717035,"about_ca_system_score_gemma":0.0004784577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004539063,"about_ca_topic_score_gemma":0.0006449021,"domain_scores_codex":[0.9928355,0.0007173271,0.0007484903,0.0007791042,0.001037603,0.003881947],"domain_scores_gemma":[0.9957294,0.0002370955,0.000202654,0.0007827,0.0003662387,0.00268184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002346491,0.001229996,0.5818046,0.0004458399,0.0002591556,0.000207569,0.004385281,0.00007727667,0.000007627819,0.0004245801,0.1270699,0.2838535],"study_design_scores_gemma":[0.00389052,0.0001910273,0.5446989,0.0004242382,0.0002333874,0.00004149805,0.0007237755,0.0002441895,0.0007519291,0.0003821152,0.4479949,0.0004235835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9111248,0.03272613,0.000212615,0.01197335,0.01555924,0.001791355,0.0003698947,0.0003175254,0.02592508],"genre_scores_gemma":[0.949766,0.001188869,0.001212451,0.0006039711,0.005149037,0.000223106,0.0002681804,0.0001367041,0.04145165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.320925,"threshold_uncertainty_score":0.9996432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293360176264496,"score_gpt":0.2656075409451101,"score_spread":0.2362715233186605,"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."}}