{"id":"W2045693340","doi":"10.5489/cuaj.2181","title":"The robotic invasion in Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nephrectomy; Medicine; General surgery; Urology; Internal medicine; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002426743,0.000450427,0.0004055202,0.001430909,0.009044594,0.005530374,0.001426316,0.003351228,0.01642406],"category_scores_gemma":[0.005463128,0.0004789286,0.0007118338,0.002457899,0.004113622,0.001499546,0.002816553,0.006082074,0.0011753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09572175,"about_ca_system_score_gemma":0.2763773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863027,"about_ca_topic_score_gemma":0.9928145,"domain_scores_codex":[0.9951933,0.0002564467,0.0001225206,0.000465174,0.002267949,0.001694495],"domain_scores_gemma":[0.9919152,0.0004277189,0.0002440233,0.0001598562,0.002485342,0.004767929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003038294,0.0002019717,0.03537302,0.0004063648,0.00008684828,0.003764717,0.00301162,0.001034874,0.0013166,0.09925833,0.6379234,0.2173185],"study_design_scores_gemma":[0.00005177698,0.00009760617,0.04813882,0.0005197011,0.00003496136,0.001630825,0.002562263,0.0005032504,0.0003556091,0.002566524,0.943426,0.0001126983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08755659,0.06117668,0.00165117,0.5819669,0.01668672,0.0001231157,0.002671433,0.0003356379,0.2478317],"genre_scores_gemma":[0.5851739,0.05780768,0.003230607,0.1673287,0.003797564,0.00008702566,0.001488151,0.0003759704,0.1807105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09572175,"threshold_uncertainty_score":0.6945132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008209087536643485,"score_gpt":0.1907835701285103,"score_spread":0.1825744825918668,"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."}}