{"id":"W4322631924","doi":"","title":"Etude du protéome des cellules cancéreuses soumis au traitement photodynamique","year":2006,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Chemistry","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"],"consensus_categories":["sts"],"category_scores_codex":[0.01127476,0.001106521,0.001339535,0.0004755997,0.001506957,0.0004208235,0.001999473,0.0006337887,0.0007916262],"category_scores_gemma":[0.003084366,0.001125369,0.000678163,0.0008022587,0.002959002,0.0002131093,0.002220853,0.001336331,0.0001527619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785247,"about_ca_system_score_gemma":0.002228982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06287345,"about_ca_topic_score_gemma":0.07913961,"domain_scores_codex":[0.9840933,0.009692152,0.001426239,0.001727504,0.001298139,0.001762653],"domain_scores_gemma":[0.9889438,0.003427847,0.0008506189,0.002786927,0.003351393,0.0006393826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007236319,0.01755334,0.08671726,0.01180931,0.005889732,0.0004929597,0.1457595,0.002416282,0.3750234,0.137475,0.009236383,0.2069032],"study_design_scores_gemma":[0.008918796,0.00002838358,0.2966134,0.04226277,0.001107038,0.0002424349,0.002506658,0.04793261,0.4507531,0.01569866,0.1299747,0.003961497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8549877,0.01280036,0.03238905,0.01641061,0.0005493938,0.00401803,0.0005610802,0.0004636023,0.07782012],"genre_scores_gemma":[0.9062259,0.01190527,0.02997167,0.0002113917,0.0003072563,0.001509445,0.001158092,0.0002364332,0.04847454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098961,"threshold_uncertainty_score":0.9997929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768148781854374,"score_gpt":0.2621769378402957,"score_spread":0.2444954500217519,"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."}}