{"id":"W2915677512","doi":"10.1051/medsci/2019009","title":"Des lasers au service de l’ophtalmologie","year":2019,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"Laser Design and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005695971,0.0002113387,0.0001931192,0.00009653525,0.0003334712,0.0001242333,0.0006109069,0.0001329938,0.0008505391],"category_scores_gemma":[0.00004169531,0.0001984277,0.00006834627,0.001178314,0.0004486812,0.0003477301,0.00008248705,0.0001652622,0.003075637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530263,"about_ca_system_score_gemma":0.0003162662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395877,"about_ca_topic_score_gemma":0.0002631455,"domain_scores_codex":[0.9984272,0.00005446495,0.0001942275,0.0003684825,0.000218023,0.000737667],"domain_scores_gemma":[0.9991975,0.0002849264,0.00004361142,0.000271838,0.00004381694,0.0001583188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001601976,0.0004588607,0.4626092,0.001071015,0.0001139028,0.000039404,0.002560356,0.3060408,0.06385762,0.09716009,0.04754637,0.01852634],"study_design_scores_gemma":[0.002344661,0.0009808178,0.2926347,0.0008750965,0.0001962268,0.000306451,0.004787483,0.3364142,0.04174353,0.08280173,0.2348116,0.002103528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070299,0.001975209,0.002768733,0.009135062,0.000832147,0.0002493631,0.00003093761,0.0001807114,0.0777979],"genre_scores_gemma":[0.9618678,0.0002043408,0.021823,0.0006096216,0.0002592646,0.00003308073,0.000005030744,0.00002602535,0.01517182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1872653,"threshold_uncertainty_score":0.9977006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07685056891817482,"score_gpt":0.2966724495778743,"score_spread":0.2198218806596995,"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."}}