{"id":"W6958702973","doi":"10.6084/m9.figshare.6804515","title":"Perceptions and use of computer-assisted surgery (CAS) in the orbit","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orbit (dynamics); Perception; Reconstructive surgery; Strengths and weaknesses; Clinical Practice; Decompression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001819482,0.0001053042,0.0001436636,0.0007028704,0.0005492755,0.001056439,0.0002559522,0.0004417234,0.002623811],"category_scores_gemma":[0.007173386,0.0001794667,0.0003219972,0.0005331521,0.0008167221,0.0009100665,0.0008258795,0.0005187953,0.0002458209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006701525,"about_ca_system_score_gemma":0.0006843761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073364,"about_ca_topic_score_gemma":0.01240233,"domain_scores_codex":[0.9988179,0.0003704516,0.0001674491,0.00006956564,0.0004106756,0.0001639918],"domain_scores_gemma":[0.9910007,0.002928462,0.003692255,0.000130771,0.0007271244,0.001520718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008110548,0.0001400175,0.966018,0.00008897065,0.00002897902,0.0003829752,0.01796562,0.0001175149,0.0005793308,0.0001125381,0.0004404915,0.01404442],"study_design_scores_gemma":[0.000007099501,0.0004261787,0.9250957,0.0001001314,0.00002229642,0.00126725,0.07064305,0.0003447971,0.0001479051,0.0000649805,0.001857572,0.00002299225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988237,0.0001834931,0.00004225584,0.0002316956,0.000005160156,0.000004808437,0.0000256502,0.000001284041,0.0006820195],"genre_scores_gemma":[0.9993899,0.0002694891,0.00005608865,0.00008064596,0.0000068102,0.000002958421,0.00001812323,9.503658e-7,0.000174971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073364,"threshold_uncertainty_score":0.02134234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08918195928019544,"score_gpt":0.2351671253616963,"score_spread":0.1459851660815009,"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."}}