{"id":"W4399070194","doi":"10.1016/j.pdpdt.2024.104178","title":"New Approaches to Photodynamic Therapy of Melanomas","year":2024,"lang":"en","type":"article","venue":"Photodiagnosis and Photodynamic Therapy","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Canadian Institutes of Health Research; Princess Margaret Cancer Foundation","keywords":"Photodynamic therapy; Dermatology; Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006900367,0.0007567203,0.001237373,0.0008373174,0.0001783668,0.0001576063,0.0004214025,0.0002563732,0.0009790327],"category_scores_gemma":[0.00005575739,0.0005914802,0.0004852946,0.001228706,0.0002750407,0.00020936,0.0001489789,0.0005761318,0.00005340428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129048,"about_ca_system_score_gemma":0.000457189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155107,"about_ca_topic_score_gemma":0.0001432301,"domain_scores_codex":[0.9961712,0.0001475532,0.0007921341,0.001195706,0.0008008933,0.0008924766],"domain_scores_gemma":[0.9976053,0.0006057787,0.0001226191,0.0008783282,0.00008265901,0.0007052812],"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":[0.003104377,0.0007436558,0.001730828,0.0003705613,0.002054136,0.00013915,0.004933647,0.00002445883,0.7529617,0.001903726,0.003807431,0.2282264],"study_design_scores_gemma":[0.009708986,0.0069857,0.04231938,0.001647871,0.0001820103,0.0004090287,0.0007195128,0.005321528,0.8093891,0.004291172,0.1171229,0.001902837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539241,0.03675856,0.0002138613,0.002909554,0.000410692,0.003106337,0.0001771387,0.0003378077,0.002161956],"genre_scores_gemma":[0.9353461,0.06050209,0.0009596797,0.0009334782,0.0002238875,0.000625945,0.00006484004,0.0001739819,0.001170027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2263235,"threshold_uncertainty_score":0.9999342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06960453056743775,"score_gpt":0.3125949092115632,"score_spread":0.2429903786441254,"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."}}