{"id":"W2247020130","doi":"","title":"Tomographie par coherence optique pour le guidage de chirurgies minimalement invasives du rachis","year":2012,"lang":"fr","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gynecology; Medicine; Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001423497,0.000968001,0.0007879293,0.0008231917,0.0005742194,0.0003595683,0.001239452,0.0008232023,0.0004969795],"category_scores_gemma":[0.0003560539,0.001164431,0.0005892187,0.001687899,0.0006306695,0.001206987,0.000417264,0.001057744,0.000162609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007988926,"about_ca_system_score_gemma":0.0006315925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01654373,"about_ca_topic_score_gemma":0.003635148,"domain_scores_codex":[0.9946471,0.0003701675,0.001119494,0.0007221795,0.0005107009,0.002630387],"domain_scores_gemma":[0.9960758,0.0005280627,0.0003265171,0.001512677,0.0002150708,0.001341855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110334,0.003031858,0.4329132,0.0007506025,0.000808503,0.0001199094,0.003336937,0.0129611,0.07778472,0.3835602,0.04942514,0.03519677],"study_design_scores_gemma":[0.002211188,0.0005348657,0.6307546,0.0008778659,0.0007210131,0.0007299832,0.002545362,0.07281522,0.1937557,0.01737282,0.07363186,0.004049561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3814887,0.03707244,0.5414212,0.02538138,0.0005376696,0.002489621,0.0003651991,0.002056269,0.009187562],"genre_scores_gemma":[0.6983753,0.002568174,0.2941961,0.0006910846,0.000577126,0.002345141,0.0000434958,0.0001782271,0.001025326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3661874,"threshold_uncertainty_score":0.9990806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195624263443086,"score_gpt":0.2267360778200857,"score_spread":0.2147798351856548,"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."}}