{"id":"W1511585149","doi":"10.4193/rhino11.250","title":"The microdebrider, a step forward or an expensive gadget?","year":2012,"lang":"en","type":"article","venue":"Rhinology Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Medtronic","keywords":"Medicine; Surgery; Forceps; Endoscopic sinus surgery; Blood loss; Functional endoscopic sinus surgery; Significant difference; Prospective cohort study; Sinusitis; Internal medicine","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":[0.001128684,0.0002050566,0.0005834522,0.0001674012,0.0001103233,0.0004801484,0.0002634937,0.0007235605,0.006422696],"category_scores_gemma":[0.002183805,0.00008267814,0.0003801358,0.0002100162,0.0006384203,0.0008225093,0.0001821728,0.0006521732,0.0008994396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140106,"about_ca_system_score_gemma":0.0002696521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001487307,"about_ca_topic_score_gemma":0.0003235055,"domain_scores_codex":[0.9995516,0.000156132,0.00004445396,0.0000735526,0.000142498,0.00003169014],"domain_scores_gemma":[0.9986815,0.0007407597,0.0003658324,0.00005071444,0.00007506432,0.00008610271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02242909,0.001477055,0.01491845,0.01302229,0.0005997162,0.001064352,0.0003998064,0.000221081,0.04476587,0.003586216,0.008205771,0.8893104],"study_design_scores_gemma":[0.0141187,0.2061633,0.1554092,0.02056912,0.003889591,0.0340947,0.003556871,0.001385871,0.06697416,0.01445183,0.4790233,0.000363319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.3931084,0.5714146,0.006391714,0.01602801,0.003848278,0.0002978468,0.0001381231,0.00006755967,0.008705365],"genre_scores_gemma":[0.7481294,0.2088989,0.02148576,0.008509448,0.004018032,0.0004214667,0.0001865845,0.0000365554,0.008313733],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006422696,"threshold_uncertainty_score":0.02148604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419334322379772,"score_gpt":0.3389815056625954,"score_spread":0.2970480734246183,"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."}}