{"id":"W2603263065","doi":"10.14814/phy2.13190","title":"Pneumonia treatment by photodynamic therapy with extracorporeal illumination ‐ an experimental model","year":2017,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Photodynamic therapy; Photosensitizer; Medicine; Streptococcus pneumoniae; Indocyanine green; Pneumonia; Antibiotics; Adjuvant; Microbiology; Surgery; Internal medicine; Biology; Chemistry","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":[0.0001370628,0.0002887882,0.000454227,0.00003444617,0.0004551165,0.00005563624,0.0001356405,0.00009155774,0.00006560783],"category_scores_gemma":[0.00004493904,0.0001623421,0.0001093674,0.00003215963,0.0004595302,0.0002126887,0.00005408714,0.000142042,0.000003069065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491267,"about_ca_system_score_gemma":0.00008984495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002111285,"about_ca_topic_score_gemma":0.00001792504,"domain_scores_codex":[0.998288,0.00004133526,0.0002664135,0.0006227369,0.0004021202,0.0003794437],"domain_scores_gemma":[0.9984578,0.00002170077,0.0002922267,0.0009110229,0.00008794772,0.0002292666],"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":[0.0008298801,0.001700911,0.0009136546,0.00000392228,0.00009971281,0.0005502341,0.0001846015,0.00003057329,0.9892854,0.00001590533,0.00007619201,0.006309022],"study_design_scores_gemma":[0.003871772,0.01688749,0.4009638,0.00005956522,0.00005229457,0.0005952109,0.0002494977,0.01975661,0.5549742,0.001639332,0.0003347383,0.0006154473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968499,0.0002715913,0.00003349778,0.0001640788,0.0000394658,0.0008312029,0.00001563523,0.0001105036,0.001684122],"genre_scores_gemma":[0.9976999,0.0004992618,0.0002428907,0.00009920127,0.00006177885,0.0003547901,0.0001482588,0.00002891406,0.0008650617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4343112,"threshold_uncertainty_score":0.6620119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05522159035260794,"score_gpt":0.3679982111584711,"score_spread":0.3127766208058632,"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."}}