{"id":"W6922206755","doi":"10.1051/jp4:20030616/pdf","title":"Imagerie médicale avec des sources X créées par laser","year":2003,"lang":"fr","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laser; Laser beams; Pulsed laser","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001170952,0.0004474471,0.0007813777,0.0009442614,0.0004243619,0.00007075381,0.0008532435,0.000859723,0.0009696041],"category_scores_gemma":[0.002119154,0.000412736,0.0003235461,0.002013263,0.008534565,0.0005413218,0.0003838428,0.001313437,0.000603348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725523,"about_ca_system_score_gemma":0.0008924828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001464323,"about_ca_topic_score_gemma":0.00009923251,"domain_scores_codex":[0.9962173,0.00008402014,0.0007253329,0.0008151018,0.0007082774,0.001449965],"domain_scores_gemma":[0.9977003,0.0000519036,0.0002014618,0.001254924,0.0003299332,0.0004614452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009706036,0.001705317,0.3162573,0.002318411,0.0006497157,0.001629459,0.0007379914,0.0001749197,0.0503498,0.1030599,0.001339495,0.5216807],"study_design_scores_gemma":[0.001247535,0.0004347824,0.007216104,0.001142171,0.0001717928,0.0001907938,0.0002873615,0.0001757093,0.3993728,0.005879048,0.5834663,0.0004156327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294214,0.0327467,0.00218251,0.009860713,0.00263113,0.0006093416,0.000021739,0.0003216819,0.02220483],"genre_scores_gemma":[0.9465606,0.004324722,0.03767625,0.0001765632,0.0005105466,0.00004797587,0.000006260708,0.00005428565,0.01064275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5821268,"threshold_uncertainty_score":0.9999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920127301946318,"score_gpt":0.2772903941241551,"score_spread":0.258089121104692,"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."}}