{"id":"W4399809149","doi":"10.1089/pho.2023.0179","title":"Photobiomodulation Treatment with a Home-Use Device for COVID-19: A Randomized Controlled Trial for Efficacy and Safety","year":2024,"lang":"en","type":"article","venue":"Photobiomodulation Photomedicine and Laser Surgery","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Thornhill Medical (Canada)","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Randomized controlled trial; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Betacoronavirus; Medical emergency; Intensive care medicine; Virology; Internal medicine; Outbreak","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00204361,0.00045324,0.002091964,0.0005921292,0.0002951029,0.0001076365,0.00004243801,0.0001817428,0.0001075888],"category_scores_gemma":[0.001416794,0.0002806613,0.0003811083,0.0005135573,0.000367435,0.0002436613,0.00001657005,0.0001091673,0.000001720356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101621,"about_ca_system_score_gemma":0.0005574714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177209,"about_ca_topic_score_gemma":0.00002097501,"domain_scores_codex":[0.9972365,0.0001319226,0.001107625,0.0008136395,0.0003336326,0.0003766595],"domain_scores_gemma":[0.9898734,0.008660254,0.0002637897,0.0003878606,0.0002460351,0.0005686561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9853007,0.0004439064,0.0002766034,0.001053507,0.001190012,0.00004387749,0.000633816,0.00001440746,0.002268117,0.0001516935,0.00188645,0.006736971],"study_design_scores_gemma":[0.9052705,0.001476735,0.0003216442,0.0005089275,0.003016137,0.0002519449,0.0001120421,0.02574715,0.001693123,0.0002357914,0.06103416,0.0003318956],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400597,0.001563143,0.02747036,0.002986307,0.000805868,0.02657899,0.000198379,0.0002826355,0.00005459035],"genre_scores_gemma":[0.9818363,0.00105376,0.0009416498,0.001430347,0.0007035486,0.01047626,0.001667461,0.00006913531,0.001821594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08003018,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0379538731164531,"score_gpt":0.3411505097386195,"score_spread":0.3031966366221664,"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."}}