{"id":"W2089625883","doi":"10.1111/j.1751-1097.2008.00494.x","title":"Simple Photodynamic Therapy Dose Models Fail to Predict the Survival of MLL Cells After HPPH–PDT<i>In Vitro</i>","year":2008,"lang":"en","type":"article","venue":"Photochemistry and Photobiology","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"National Cancer Institute","keywords":"Photobleaching; Photodynamic therapy; Singlet oxygen; Intracellular; Kinetics; Chemistry; Biophysics; Fluorescence; Oxygen; Fluorescence recovery after photobleaching; In vitro; Clonogenic assay; Photochemistry; Biology; Biochemistry; Physics; Optics","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":[0.0002948508,0.0004366771,0.000314183,0.0001941336,0.0001010216,0.0004302818,0.0003044214,0.0007825505,0.0006472789],"category_scores_gemma":[0.000891537,0.0002104791,0.0003596434,0.000110357,0.0001898656,0.0003860859,0.0001635612,0.0004327664,0.0004618184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008930321,"about_ca_system_score_gemma":0.0002909376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004481063,"about_ca_topic_score_gemma":0.002981621,"domain_scores_codex":[0.9999146,0.000021407,0.000005520058,0.00002139386,0.0000218293,0.00001520238],"domain_scores_gemma":[0.999666,0.0001892139,0.00006429802,0.00002873104,0.00003388449,0.00001794364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002017962,0.00007634341,0.008454513,0.0000938544,0.00004395341,0.00007268341,0.00004644987,0.9053185,0.0664454,0.0004499863,0.0003642776,0.01843228],"study_design_scores_gemma":[0.0000088248,0.00007486707,0.003325256,0.000004297613,0.00001179769,0.00007273555,0.000008303829,0.9706167,0.02497245,0.0004897111,0.0004065429,0.000008526373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.824022,0.001178668,0.1714663,0.0002464456,0.00002249328,0.00005889906,0.00042309,0.0009041798,0.001678024],"genre_scores_gemma":[0.9902326,0.0001703704,0.008291747,0.00003498698,0.000004013823,0.00002793031,0.0001832068,0.00004047923,0.001014659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004481063,"threshold_uncertainty_score":0.00891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006649750037575,"score_gpt":0.2795321256921526,"score_spread":0.2594656281917769,"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."}}