{"id":"W2572646100","doi":"10.1055/s-0035-1554209","title":"A Qualitative Web-Based Expert Opinion Analysis on the Adoption of Intraoperative CT and Navigation Systems in Spine Surgery","year":2015,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; SAFER; Expectancy theory; Life expectancy; Navigation system; Surgery; Medical physics; Artificial intelligence; Computer science; Population; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01432642,0.0002910683,0.0004257013,0.002630641,0.002254795,0.001692292,0.0005697078,0.000978708,0.002540318],"category_scores_gemma":[0.02575765,0.0003247695,0.0004887207,0.002281567,0.001774611,0.001533932,0.002091792,0.0008241785,0.0003396551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003824329,"about_ca_system_score_gemma":0.003680262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141832,"about_ca_topic_score_gemma":0.01412394,"domain_scores_codex":[0.9903729,0.006237634,0.0005928543,0.0004240306,0.001215303,0.001157252],"domain_scores_gemma":[0.9662967,0.02278332,0.003343683,0.0003646751,0.005663704,0.001547956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002531997,0.0003484266,0.1704542,0.001109659,0.00002792464,0.001469024,0.7965437,0.0001705044,0.003116947,0.0005176744,0.001620619,0.02436814],"study_design_scores_gemma":[0.00001886315,0.0003467763,0.1002257,0.0003727139,0.00001632994,0.0003868045,0.8935789,0.0005662028,0.0004784178,0.0001409725,0.003831308,0.0000369062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970279,0.0001033863,0.0006474343,0.0004676035,0.00001288508,0.0002166295,0.0002483371,0.000003868596,0.001272009],"genre_scores_gemma":[0.9973444,0.0003245868,0.0007150543,0.000476717,0.00001716598,0.0003966221,0.0001328,0.000005899269,0.0005868855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01432642,"threshold_uncertainty_score":0.07576627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05836647058598864,"score_gpt":0.3945054951202498,"score_spread":0.3361390245342612,"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."}}