{"id":"W2417422090","doi":"10.1007/978-1-60761-697-9_14","title":"Calculation of Cellular Oxygen Concentration for Photodynamic Therapy In Vitro","year":2010,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Monolayer; Singlet oxygen; Photodynamic therapy; Oxygen; Biophysics; In vitro; Chemistry; Hypoxia (environmental); Limiting; Fluence; Limiting oxygen concentration; Diffusion; Materials science; Biochemistry; Biology; Thermodynamics; Physics; Ion","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":[0.0004813771,0.0004648945,0.0004542724,0.0003349115,0.0004176995,0.0004983544,0.0008174364,0.0005913636,0.001577029],"category_scores_gemma":[0.001327751,0.0002435575,0.0004111843,0.0003788713,0.0001830312,0.0003927076,0.000355315,0.0007021436,0.0009223207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005443987,"about_ca_system_score_gemma":0.0004043013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360078,"about_ca_topic_score_gemma":0.001116224,"domain_scores_codex":[0.9997421,0.00004814569,0.00002750135,0.00004915758,0.0001123004,0.00002085891],"domain_scores_gemma":[0.999568,0.0001975234,0.00002886155,0.00005899385,0.0001328794,0.00001372913],"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":[0.0001935242,0.0000839878,0.001734139,0.0007734505,0.00004687773,0.0002695713,0.000210349,0.1383809,0.797291,0.01073524,0.001805236,0.04847578],"study_design_scores_gemma":[0.000018859,0.000110248,0.0007292522,0.00005560971,0.0000377453,0.0001552792,0.00004331483,0.2508455,0.7071618,0.002688979,0.03812221,0.00003104767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1344249,0.004476665,0.8395581,0.0004019994,0.0004536392,0.000361966,0.002011322,0.00149676,0.01681463],"genre_scores_gemma":[0.5778442,0.004218204,0.4043037,0.0001706978,0.0000316074,0.0009597128,0.00290241,0.0005547597,0.009014704],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001577029,"threshold_uncertainty_score":0.005275667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444815758011115,"score_gpt":0.4226368632300687,"score_spread":0.3981887056499576,"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."}}