{"id":"W3117870605","doi":"10.5230/jgc.2020.20.e39","title":"Photodynamic Diagnosis and Therapy for Peritoneal Carcinomatosis from Gastrointestinal Cancers: Status, Opportunities, and Challenges","year":2020,"lang":"en","type":"review","venue":"Journal of the Korean Gastric Cancer Association","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Yonsei University College of Medicine; Princess Margaret Cancer Foundation","keywords":"Photodynamic therapy; Photosensitizer; Protoporphyrin IX; Medicine; Peritoneal carcinomatosis; Cancer; Colorectal cancer; Internal medicine; Photochemistry; 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"],"consensus_categories":[],"category_scores_codex":[0.0005551719,0.0004180158,0.001938485,0.0002088652,0.0001712974,0.00007155714,0.0002157701,0.0001446447,0.00001965287],"category_scores_gemma":[0.0005482578,0.000272865,0.0005358754,0.0002078893,0.0001021286,0.0001133403,0.0001063952,0.0006868921,1.590496e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003665722,"about_ca_system_score_gemma":0.0020413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003655,"about_ca_topic_score_gemma":0.0002805751,"domain_scores_codex":[0.9974945,0.0002876372,0.0007772263,0.0003193217,0.0006755873,0.0004457635],"domain_scores_gemma":[0.9961255,0.001054427,0.001961091,0.0001842371,0.0003803779,0.0002944302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002900767,0.00005890892,0.00501718,0.002655676,0.002001686,0.00002357564,0.0005643834,5.131532e-7,0.00001800614,0.000002767539,0.001854135,0.9875131],"study_design_scores_gemma":[0.003494387,0.001680004,0.01557168,0.01802542,0.003553475,0.0004606485,0.0009278792,0.0000990657,0.000009572053,0.00006410058,0.955743,0.0003707721],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007260155,0.9853508,0.00000523,0.004215399,0.0002734915,0.001327263,0.001536643,0.00001373312,0.0000173147],"genre_scores_gemma":[0.0007208614,0.9975307,0.0002373282,0.0001149367,0.0009172264,0.0003033728,0.00003851243,0.00006857901,0.00006848758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9871423,"threshold_uncertainty_score":0.9999723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000578473841104,"score_gpt":0.3456454035823922,"score_spread":0.2455875561982818,"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."}}