{"id":"W2079041470","doi":"10.1051/medsci/20072311939","title":"La rétinopathie du prématuré","year":2007,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Molecular biology; Gynecology; Biology","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009567088,0.0005091375,0.0007635252,0.0004046515,0.000921624,0.000179408,0.0006936547,0.0004067826,0.0005114728],"category_scores_gemma":[0.002879286,0.0004251606,0.0002438737,0.001290028,0.004529121,0.0003883558,0.0003463836,0.0007690096,0.001137213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998365,"about_ca_system_score_gemma":0.0003541879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629526,"about_ca_topic_score_gemma":0.0001361167,"domain_scores_codex":[0.995039,0.0003076791,0.0008242704,0.0009237995,0.001352365,0.001552855],"domain_scores_gemma":[0.9965706,0.00211336,0.0002963065,0.0004334691,0.0001895613,0.0003966479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002497016,0.001768966,0.7327328,0.001297326,0.0002150367,0.003047795,0.00767705,0.00004312877,0.004414177,0.07258995,0.07867721,0.0972868],"study_design_scores_gemma":[0.002713121,0.002011864,0.674917,0.002620022,0.000377047,0.002293128,0.01027832,0.0004146159,0.004952653,0.00514657,0.2933957,0.000879957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5635152,0.09663513,0.0007879148,0.02749484,0.006751143,0.0006324977,0.0000169302,0.0002192842,0.3039471],"genre_scores_gemma":[0.9706359,0.002822492,0.009891644,0.001420234,0.004214186,0.00001113983,0.000003080681,0.00004223453,0.0109591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4071207,"threshold_uncertainty_score":0.99982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751663770951989,"score_gpt":0.3211937969596251,"score_spread":0.2936771592501052,"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."}}