{"id":"W1991000890","doi":"10.2310/7070.2001.20820","title":"Laryngectomy Clinical Pathway: Development and Review","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Medicine; Laryngectomy; Perioperative; Otorhinolaryngology; Complication; Surgery; Larynx; Clinical pathway; Exact test; Head and neck cancer; Wilcoxon signed-rank test; Concomitant; Radiation therapy; Mann–Whitney U test; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006889725,0.00009554865,0.0004944871,0.00005502662,0.00005862798,0.000004676909,0.0001230678,0.00007202826,0.0002737644],"category_scores_gemma":[0.004224315,0.00005532287,0.0000956233,0.0001246014,0.0001096888,0.0001156645,0.00007170682,0.0005600175,0.00004737198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003125728,"about_ca_system_score_gemma":0.0003677535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007933907,"about_ca_topic_score_gemma":0.00001600737,"domain_scores_codex":[0.9972534,0.0005218831,0.001745361,0.00009588993,0.0002286382,0.0001548534],"domain_scores_gemma":[0.9969332,0.001639053,0.0007823135,0.0002086496,0.0002900418,0.0001467679],"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":[0.002415165,0.0006332526,0.4488066,0.0004894985,0.0006428657,0.001311039,0.0003644475,7.544659e-7,0.0007672147,0.0001746752,0.02965991,0.5147345],"study_design_scores_gemma":[0.00256045,0.0009850105,0.3688529,0.0005657254,0.0005098311,0.01886879,0.00009056674,0.00001670559,0.00009508974,0.0001383869,0.6072357,0.00008086297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515569,0.01342707,0.0007647038,0.03314159,0.0002644993,0.0003087512,3.104276e-7,0.00000860717,0.0005275501],"genre_scores_gemma":[0.8102944,0.1149415,0.01280948,0.0605412,0.001037583,0.000005895705,0.000008732272,0.00003236243,0.0003288344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5775758,"threshold_uncertainty_score":0.5057205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2137011011352958,"score_gpt":0.4743456492600816,"score_spread":0.2606445481247859,"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."}}