{"id":"W1991557914","doi":"10.2310/7010.2007.0036","title":"Montreal's Experience with Cyranose Heat and Moisture Exchanger Use in 15 Laryngectomized Patients","year":2007,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Medicine; Voice prosthesis; Nose; Laryngectomy; Prosthesis; Breathing; Surgery; Physical therapy; Larynx; Anesthesia","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":[0.0004223814,0.0004217652,0.0003541118,0.000189565,0.0008407563,0.0004527323,0.0003271761,0.0004581041,0.002267694],"category_scores_gemma":[0.001128129,0.0002416502,0.0004742714,0.0003349926,0.0003638052,0.000234235,0.0003635847,0.0003164375,0.0002557737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414915,"about_ca_system_score_gemma":0.0008360398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02627556,"about_ca_topic_score_gemma":0.0602932,"domain_scores_codex":[0.9997416,0.00005253291,0.00001997268,0.00003773263,0.00004920883,0.00009886643],"domain_scores_gemma":[0.999608,0.00006885322,0.00008186456,0.00001448062,0.00003056393,0.0001963533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002976411,0.00172163,0.9104861,0.0002811996,0.0002224495,0.01105573,0.003972395,0.0005483669,0.01010599,0.0001038234,0.001689059,0.05683685],"study_design_scores_gemma":[0.0005594555,0.01466904,0.9672188,0.00003146055,0.000167502,0.008443241,0.001420563,0.0003540721,0.001917567,0.00002088227,0.00515415,0.00004329619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988172,0.000501306,0.0000276482,0.00005124092,0.000005985619,0.00002093319,0.00004573187,0.000003480294,0.0005264741],"genre_scores_gemma":[0.9988067,0.0003379799,0.0001147854,0.0001110939,0.00001970896,0.00002315677,0.0001000742,0.00000168109,0.0004847362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02627556,"threshold_uncertainty_score":0.0522452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169903392964479,"score_gpt":0.2556363939143556,"score_spread":0.2439373599847108,"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."}}