{"id":"W2743605947","doi":"10.1007/978-3-319-53496-1_8","title":"Musculoskeletal Interventional Techniques Pitfalls","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Radiology; Medical physics; Intervention (counseling)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004540361,0.0008187653,0.0004854019,0.001342759,0.0009174135,0.001690064,0.00069711,0.002086031,0.04296724],"category_scores_gemma":[0.001347773,0.0002804981,0.0004442493,0.0007627626,0.001567103,0.001987051,0.001656886,0.004354015,0.01785798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006713229,"about_ca_system_score_gemma":0.001177074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005648225,"about_ca_topic_score_gemma":0.002578626,"domain_scores_codex":[0.999658,0.00005122393,0.00001770441,0.00003187666,0.0002064665,0.00003459664],"domain_scores_gemma":[0.9995572,0.0002364908,0.0000309728,0.00003176972,0.00008196608,0.0000615343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001845728,0.0000497185,0.000121112,0.0007248922,0.000009469839,0.001809609,0.000348242,0.000424448,0.000959501,0.06914662,0.4951754,0.4312125],"study_design_scores_gemma":[0.000002508248,0.00001003226,0.0001043386,0.0005532476,0.000004055206,0.00460484,0.00005061871,0.00005086876,0.0001232132,0.01194653,0.9825431,0.000006658881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001479036,0.2339585,0.01185211,0.02215717,0.02316823,0.0000427355,0.00009072731,0.0003454177,0.706906],"genre_scores_gemma":[0.01322051,0.1832402,0.01148815,0.02335656,0.02285988,0.00008981245,0.0001487772,0.0002870645,0.7453089],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04296724,"threshold_uncertainty_score":0.1437397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458696701538959,"score_gpt":0.3407528159278189,"score_spread":0.3161658489124293,"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."}}