{"id":"W4200630201","doi":"","title":"New multifunctional platform for diagnosis and photodynamic therapy applications","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Photodynamic therapy; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003002489,0.0006419683,0.0005410637,0.0004932889,0.0003051505,0.0007987063,0.0005202234,0.001187169,0.005782469],"category_scores_gemma":[0.0002056748,0.0003080204,0.0004169772,0.00026073,0.0003122265,0.0009306534,0.0007459749,0.0004375656,0.00190401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305313,"about_ca_system_score_gemma":0.0001667878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001395416,"about_ca_topic_score_gemma":0.0002023103,"domain_scores_codex":[0.9998121,0.00001591004,0.000006040371,0.00007381894,0.00004962221,0.00004255871],"domain_scores_gemma":[0.9998887,0.00002631416,0.00001677105,0.00001762923,0.00002451094,0.00002606547],"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":[0.00004829567,0.00001547369,0.00003525268,0.00005648485,0.000006153489,0.00008693544,0.00001843296,0.0001424066,0.9924138,0.0009859197,0.0002709778,0.005919968],"study_design_scores_gemma":[0.00003464502,0.00034642,0.0005694558,0.00001560237,0.00004785944,0.0006181755,0.00002939348,0.004408169,0.9679776,0.0009342936,0.02500167,0.00001673454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7083173,0.01563908,0.2375246,0.00191964,0.001048858,0.0004150995,0.0007957898,0.002014669,0.03232495],"genre_scores_gemma":[0.8871498,0.003551014,0.07575527,0.000591247,0.0001732257,0.0002884985,0.0005347779,0.0001281429,0.0318279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005782469,"threshold_uncertainty_score":0.01934421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182379053209863,"score_gpt":0.2878055515687139,"score_spread":0.2695676462477276,"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."}}