{"id":"W4392756017","doi":"10.1117/12.3000416","title":"Portable red-blue light source for antimicrobial photodynamic therapy of orthopaedic implant biofilms","year":2024,"lang":"en","type":"article","venue":"","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Cancer Institute","keywords":"Biofilm; Antimicrobial; Photodynamic therapy; Microbiology; Antibiotic resistance; Antibiotics; Medicine; Chemistry; Bacteria; Biology","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":[0.0003000011,0.000525761,0.0002570209,0.0003431586,0.0002248488,0.0002756831,0.0005203077,0.0005247836,0.001417199],"category_scores_gemma":[0.0002991736,0.0002818247,0.0004134927,0.0002119555,0.0002789754,0.0002805203,0.0004582712,0.0004839317,0.0005601745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004560254,"about_ca_system_score_gemma":0.0004451766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006067603,"about_ca_topic_score_gemma":0.001073415,"domain_scores_codex":[0.9996494,0.00003772994,0.00001988949,0.00009419968,0.0001634949,0.00003529633],"domain_scores_gemma":[0.9997653,0.00006046546,0.00007939686,0.00002627706,0.00004182194,0.00002671593],"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":[0.00001617047,0.00001350497,0.0001078049,0.00003798707,0.000001514773,0.00001913472,0.00001523033,0.00007050741,0.9985114,0.0000328067,0.00003637627,0.001137535],"study_design_scores_gemma":[0.000007943127,0.0001344029,0.00111727,0.000006000958,0.000006431178,0.0001215019,0.00001312814,0.0006368671,0.9967026,0.0000134167,0.001231296,0.000009074269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239681,0.001821244,0.07061994,0.0002970637,0.0001341525,0.0002141993,0.0004857316,0.0005650309,0.001894656],"genre_scores_gemma":[0.8832969,0.001278413,0.1104173,0.0001709416,0.00003741073,0.0002874058,0.0002701362,0.0001244425,0.004117006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001417199,"threshold_uncertainty_score":0.004740953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445774017445185,"score_gpt":0.3001971202810529,"score_spread":0.285739380106601,"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."}}