{"id":"W2167521129","doi":"10.1158/1078-0432.ccr-07-1561","title":"Fractionated versus Standard Continuous Light Delivery in Interstitial Photodynamic Therapy of Dunning Prostate Carcinomas","year":2007,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Photodynamic therapy; Medicine; Prostate cancer; Prostate; Perfusion; Nuclear medicine; Magnetic resonance imaging; Cancer; Urology; Pathology; Internal medicine; Chemistry; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007357074,0.0002036924,0.0008200632,0.0006427186,0.0001280749,0.00002271642,0.0002957066,0.0002153668,0.0003671013],"category_scores_gemma":[0.001695151,0.0001697063,0.0002576316,0.0009916923,0.000935723,0.0001144311,0.0002056405,0.001921387,0.00001420468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009369488,"about_ca_system_score_gemma":0.001060714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262144,"about_ca_topic_score_gemma":0.003052291,"domain_scores_codex":[0.9955186,0.0004465342,0.001100054,0.0005780175,0.001401721,0.000955054],"domain_scores_gemma":[0.9951972,0.002643368,0.0001627737,0.0004367349,0.001252889,0.0003070419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4384454,0.001548869,0.1688959,0.0004576243,0.001185174,0.00146167,0.002904369,0.0000236144,0.2633185,0.00008131562,0.001917503,0.11976],"study_design_scores_gemma":[0.06723817,0.0249651,0.7550806,0.002459344,0.00006059346,0.00002245342,0.007131843,0.000471819,0.117191,0.000276153,0.02440016,0.0007028122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897007,0.005221417,0.00001722176,0.001036182,0.0005636294,0.001463315,0.00004896681,0.000044338,0.001904235],"genre_scores_gemma":[0.9866446,0.01240093,0.00007654419,0.00008910149,0.0002721193,0.0001135211,0.00001663658,0.00004449457,0.0003420787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5861846,"threshold_uncertainty_score":0.8347576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1297649942697588,"score_gpt":0.5086043330160913,"score_spread":0.3788393387463325,"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."}}