{"id":"W2329126336","doi":"10.1097/psn.0b013e31828abeb3","title":"Guidelines for Staff Administering Laser Therapy in an Office Setting","year":2013,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Laser safety; Health care; Patient safety; Medicine; Nursing; Laser therapy; Laser; Medical education; Medical emergency; Political science","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":[0.000459834,0.0001160706,0.0002181583,0.0001252535,0.00008630624,0.00008625606,0.0001016878,0.00006464194,0.0002370826],"category_scores_gemma":[0.0007968856,0.0000874299,0.00006421006,0.000230091,0.00008360995,0.0002073326,0.00001453846,0.0001421972,0.00002905321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006207472,"about_ca_system_score_gemma":0.00009442971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003540322,"about_ca_topic_score_gemma":0.000007425221,"domain_scores_codex":[0.9985714,0.00005051776,0.0002902565,0.0002936004,0.0003263943,0.0004678205],"domain_scores_gemma":[0.9985377,0.0007398268,0.00003065526,0.0001660769,0.0002636186,0.0002621577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002102303,0.001598157,0.02182313,0.0001666097,0.00003186159,0.0002849097,0.00120993,0.0008689523,0.01957876,0.0001581785,0.001716806,0.9504604],"study_design_scores_gemma":[0.01609196,0.006236097,0.09209535,0.003467578,0.00005573484,0.000497283,0.005336265,0.8324798,0.01533331,0.0006683634,0.02671096,0.001027246],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950895,0.000114865,0.001095886,0.002128865,0.0002173676,0.0004445864,0.000002579547,0.00004258996,0.0008637355],"genre_scores_gemma":[0.9951565,0.00001490989,0.00422383,0.000104047,0.0002601214,0.00004060736,0.00001464736,0.00001838043,0.0001670173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9494331,"threshold_uncertainty_score":0.3565288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143609465077729,"score_gpt":0.4259335169836695,"score_spread":0.3115725704758966,"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."}}