{"id":"W2621347544","doi":"10.1017/cjn.2017.91","title":"P.006 Engineering neurosurgery: role of inter-disciplinary collaboration in development of a remote controlled stereotactic system","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frame (networking); Computer science; Neurosurgery; Medical physics; Medicine; Stereotactic radiotherapy; Radiosurgery; Systems engineering; Surgery; Engineering; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003063091,0.0002244156,0.0007291937,0.001056288,0.0007696963,0.000189373,0.001639284,0.0001904704,0.0000140544],"category_scores_gemma":[0.002130727,0.0001637462,0.0001354413,0.0006199939,0.002223416,0.0006573087,0.00007338305,0.0007735481,4.901219e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010879,"about_ca_system_score_gemma":0.001547822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002884992,"about_ca_topic_score_gemma":0.01794875,"domain_scores_codex":[0.9971916,0.0002126592,0.00121939,0.0002470184,0.0004172711,0.0007120286],"domain_scores_gemma":[0.9977444,0.0003121892,0.0008916493,0.0001742005,0.0002402653,0.0006373302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006613525,0.0001064861,0.8764415,0.0002858902,0.000140118,0.009397392,0.003525611,0.03766363,0.003762337,0.005300809,0.0001388997,0.06257601],"study_design_scores_gemma":[0.00590309,0.05686316,0.50017,0.001930112,0.0001898172,0.02407955,0.005354165,0.3748055,0.01126717,0.01069656,0.006975545,0.001765304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961684,0.001060059,0.0001353144,0.0004100355,0.0008097616,0.0001463738,0.000003991378,0.00002051113,0.001245519],"genre_scores_gemma":[0.9973655,0.0001388547,0.002374605,0.00005039926,0.0000573317,0.000001897259,9.385783e-8,0.0000089953,0.000002298017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3762715,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735220955935928,"score_gpt":0.252533055562144,"score_spread":0.2351808460027847,"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."}}