{"id":"W3135156483","doi":"","title":"East and Central African Journal of Surgery: la connexion canadienne","year":2002,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006163826,0.0001155104,0.0003083691,0.00005868354,0.00005278192,0.00002744,0.0001162673,0.00005669258,0.0008405115],"category_scores_gemma":[0.00139139,0.00006533563,0.00007378232,0.0003110532,0.0003153961,0.00006368755,0.00003223753,0.0002204908,0.000007426251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004711591,"about_ca_system_score_gemma":0.00005927734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121754,"about_ca_topic_score_gemma":0.00005540239,"domain_scores_codex":[0.9981961,0.0001599401,0.0003248383,0.0001836217,0.0002662483,0.0008692645],"domain_scores_gemma":[0.99816,0.0001615401,0.0001367293,0.00008958841,0.00006952291,0.001382593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002755573,0.000510145,0.6829845,0.00007588521,0.00008645221,0.001476038,0.003956043,9.470954e-7,0.001940597,0.001076251,0.01774427,0.2898733],"study_design_scores_gemma":[0.0005511268,0.0001750974,0.8223023,0.00006390217,0.00004139177,0.0005003769,0.0002348502,0.00004579332,0.0001470067,0.00005798652,0.1757729,0.0001072166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865361,0.0008281501,0.00001490728,0.006766319,0.0004485362,0.0001166757,0.000006144821,0.00001643045,0.005266721],"genre_scores_gemma":[0.9973348,0.001072323,0.00006894912,0.0004893969,0.0004198162,0.000001740827,0.000001901669,0.000006024844,0.0006050509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2897661,"threshold_uncertainty_score":0.9203012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0475049009534349,"score_gpt":0.2100093115612121,"score_spread":0.1625044106077772,"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."}}