{"id":"W2163013734","doi":"10.1051/medsci/20062267639","title":"Amnios et problèmes de surface oculaire","year":2006,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Gynecology","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":[0.001230436,0.0003178354,0.000419588,0.0001031061,0.000499416,0.0001238231,0.0002290709,0.0001525703,0.000836471],"category_scores_gemma":[0.0001325819,0.0002567788,0.0001806411,0.0008914048,0.0009310188,0.0003209921,0.00007926875,0.0002023221,0.0005286782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010911,"about_ca_system_score_gemma":0.0006684648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003848258,"about_ca_topic_score_gemma":0.0004054526,"domain_scores_codex":[0.9972699,0.0002236302,0.0003974707,0.0005889728,0.0005579078,0.0009621382],"domain_scores_gemma":[0.9988928,0.0004662802,0.0001374484,0.0002400203,0.00005880678,0.0002046859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003979488,0.001253954,0.9410614,0.0001150356,0.0000576326,0.0003926389,0.0001745346,0.002704087,0.0009716431,0.02752098,0.01339527,0.01231302],"study_design_scores_gemma":[0.002481251,0.001200116,0.9026203,0.00123082,0.000309122,0.0004142876,0.0004042991,0.003494385,0.004779832,0.01497131,0.0675286,0.0005657063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8957379,0.02893388,0.0002156106,0.01702448,0.001370215,0.0004039833,0.00003251937,0.0001028069,0.05617862],"genre_scores_gemma":[0.9622452,0.0004817326,0.002580942,0.000734271,0.0005404526,0.000012894,0.00001647833,0.00002092553,0.03336707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06650735,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969921868794555,"score_gpt":0.3160133856727771,"score_spread":0.2863141669848316,"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."}}