{"id":"W2104699102","doi":"10.1089/pho.2009.2503","title":"Intricacies of Dose in Laser Phototherapy for Tissue Repair and Pain Relief","year":2009,"lang":"en","type":"review","venue":"Photomedicine and Laser Surgery","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Dose; Medicine; Energy density; Medical physics; Pain relief; Surgery; Dermatology; Pathology","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":[0.002350735,0.0004742907,0.003121883,0.0008091017,0.00005237739,0.000008636001,0.00008995957,0.0003684372,0.0001030897],"category_scores_gemma":[0.0008520585,0.0003426194,0.0003023076,0.0008140145,0.0002959961,0.00005865921,0.00003609839,0.0003986587,0.000002103162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005612247,"about_ca_system_score_gemma":0.0002911747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005658411,"about_ca_topic_score_gemma":0.000009951928,"domain_scores_codex":[0.9972686,0.0001597259,0.001283157,0.0006201494,0.0002941375,0.0003742076],"domain_scores_gemma":[0.9961311,0.002488241,0.0004118136,0.0005878325,0.0001124762,0.0002685243],"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":[0.0002020788,0.0003254591,0.0003225559,0.02734516,0.0001778636,0.0001768044,0.0001309466,3.493171e-8,0.000015921,0.00001052437,0.04318352,0.9281091],"study_design_scores_gemma":[0.001493724,0.0004866844,0.0002890183,0.01788894,0.0009242821,0.0003037034,0.00007777623,0.00001463037,0.0001449618,0.00005675573,0.9780394,0.0002801058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002678835,0.9938917,0.00005201548,0.0003803728,0.0001709184,0.002400164,0.00007326284,0.00007747522,0.000275308],"genre_scores_gemma":[0.0007250761,0.9946789,0.0003741941,0.001046917,0.0004505052,0.0005754035,0.0004268883,0.00005820028,0.00166388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9348559,"threshold_uncertainty_score":0.9999026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04165258017905678,"score_gpt":0.3581431708212804,"score_spread":0.3164905906422237,"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."}}