{"id":"W2901417448","doi":"10.1364/boe.9.006374","title":"Smart laser osteotomy: integrating a pulsed 1064nm fiber laser into the sample arm of a fiber optic 1310nm OCT system for ablation monitoring","year":2018,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Materials science; Optics; Dichroic filter; Ablation; Laser; Fiber laser; Laser ablation; Optical fiber; Optical coherence tomography; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004452068,0.0002757857,0.0003362754,0.0001573095,0.0002055088,0.00008928806,0.0004725781,0.000235445,0.0001365172],"category_scores_gemma":[0.0003356876,0.0002110488,0.0001616298,0.000637026,0.0004124679,0.0001500412,0.00009847346,0.0002593562,0.00007511765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119838,"about_ca_system_score_gemma":0.0000443537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007090223,"about_ca_topic_score_gemma":0.00000761184,"domain_scores_codex":[0.9980842,0.00004759383,0.0006417207,0.0003255357,0.0004439405,0.0004570298],"domain_scores_gemma":[0.9976829,0.001081036,0.0001173025,0.0005953576,0.0003010833,0.0002223025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001833331,0.004854931,0.006108715,0.020836,0.006126062,0.00006577288,0.05245259,0.0292209,0.4697863,0.0626554,0.02242546,0.3236345],"study_design_scores_gemma":[0.003606403,0.00128631,0.001154656,0.002250318,0.0006513126,0.00001897995,0.003676814,0.6113591,0.2998446,0.002799327,0.07155416,0.001798088],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8884586,0.0001715616,0.1009977,0.0003205439,0.00119172,0.00246176,0.0002340992,0.0007772157,0.005386794],"genre_scores_gemma":[0.9048848,0.00000445561,0.0936194,0.000009213657,0.0005966687,0.0006612453,0.00004995623,0.00006096312,0.0001133688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5821382,"threshold_uncertainty_score":0.8606319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575346068624698,"score_gpt":0.2588829087281226,"score_spread":0.2431294480418756,"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."}}