{"id":"W2397229352","doi":"10.3233/978-1-60750-573-0-49","title":"Towards a Handheld Probe based on Optical Coherence Tomography for Minimally Invasive Spine Surgeries","year":2010,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Optical coherence tomography; Mobile device; Computer science; Invasive surgery; Medicine; Radiology; Surgery; World Wide Web","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":[0.0003455366,0.0001836732,0.0003558249,0.0005931847,0.0001645643,0.00001522679,0.0001693864,0.0002198514,0.000003698728],"category_scores_gemma":[0.0005483641,0.0001639326,0.0000402786,0.0008662496,0.0008117203,0.0001050153,0.00005531292,0.0005100109,0.000002401435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002596963,"about_ca_system_score_gemma":0.00008371527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001809698,"about_ca_topic_score_gemma":0.0001163193,"domain_scores_codex":[0.9987867,0.000005944438,0.0005928093,0.000117501,0.00009780933,0.0003991716],"domain_scores_gemma":[0.999191,0.0002796426,0.00007949373,0.0002647723,0.0001130917,0.00007193619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001879339,0.000496254,0.04661851,0.01826939,0.0003498557,0.000007085657,0.006914442,0.001184276,0.00097971,0.7337574,0.003700444,0.1875347],"study_design_scores_gemma":[0.01489579,0.01944015,0.106619,0.007320111,0.0002530722,0.0001263093,0.04316462,0.2426347,0.06483162,0.4027725,0.09132989,0.006612217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423329,0.002661951,0.02601937,0.01399766,0.001057632,0.005280074,0.0001304697,0.001776823,0.006743102],"genre_scores_gemma":[0.8833973,0.000471885,0.1146496,0.0003557905,0.00001514854,0.001087615,0.000006939296,0.00001231429,0.000003368846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3309848,"threshold_uncertainty_score":0.6684979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533134563386029,"score_gpt":0.3049716835515842,"score_spread":0.2796403379177239,"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."}}