{"id":"W7045783927","doi":"","title":"Biological and Physical Strategies to Improve the Therapeutic Index of Photodynamic Therapy","year":2008,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photodynamic therapy; Photosensitizer; Therapeutic index; Blue light; Neuroprotection; Sensitivity (control systems)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003459675,0.000525979,0.0002807961,0.000342438,0.0001546487,0.0007633254,0.000347719,0.0005016484,0.001430127],"category_scores_gemma":[0.0003710188,0.0002363512,0.0003595148,0.0002735169,0.0003568786,0.0006004812,0.0004044146,0.0004553776,0.0003315659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007599797,"about_ca_system_score_gemma":0.000301189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004665655,"about_ca_topic_score_gemma":0.0007722868,"domain_scores_codex":[0.9998555,0.00002271616,0.000008327119,0.00003773812,0.00005410249,0.00002154131],"domain_scores_gemma":[0.999905,0.00002496893,0.0000351307,0.00001190509,0.00001421731,0.000008723533],"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":[0.00005675136,0.0000874352,0.0003935987,0.0002353344,0.00001999099,0.00004842253,0.00003410484,0.02852168,0.9273038,0.008112149,0.0003002064,0.03488658],"study_design_scores_gemma":[0.00007004175,0.0009791547,0.003268297,0.00006109115,0.00008189149,0.0004268193,0.00009144407,0.1377784,0.8163885,0.005764089,0.03502201,0.00006822019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4199866,0.02582201,0.5231436,0.001523089,0.0002111848,0.0002881414,0.0001885366,0.000796217,0.02804055],"genre_scores_gemma":[0.8501173,0.008122612,0.136343,0.0003547455,0.00005539451,0.000129315,0.00008141184,0.0001025179,0.004693613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001430127,"threshold_uncertainty_score":0.005514026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004607472895199196,"score_gpt":0.1895810933302282,"score_spread":0.184973620435029,"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."}}