{"id":"W2013792029","doi":"10.1159/000090993","title":"Do Pulmonologists Need to Tighten up Their Sphincter Tone? Do Pulmonologists Need More Guts?","year":2006,"lang":"en","type":"letter","venue":"Respiration","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Pulmonologists; Medicine; Intensive care medicine; General surgery; Medical physics; Surgery","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":[0.004290957,0.0003834548,0.0009964216,0.0008162059,0.002325159,0.005258958,0.001233462,0.007590692,0.02259487],"category_scores_gemma":[0.04170181,0.000478243,0.0008269669,0.000841327,0.005338468,0.00998307,0.001858577,0.007930499,0.007626924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683451,"about_ca_system_score_gemma":0.003969909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282415,"about_ca_topic_score_gemma":0.005921875,"domain_scores_codex":[0.996711,0.000950046,0.0003510798,0.0004703302,0.000800602,0.0007169464],"domain_scores_gemma":[0.97073,0.008120783,0.005660036,0.001226499,0.005043217,0.009219551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005197196,0.0005920634,0.08320231,0.004419445,0.0002391276,0.002506293,0.01186113,0.0001191399,0.001404866,0.007740591,0.4631287,0.4242666],"study_design_scores_gemma":[0.0003170523,0.001206498,0.1544728,0.009826363,0.0002652841,0.01050196,0.07280198,0.0002282262,0.0008376358,0.02241153,0.7267593,0.0003712965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03473734,0.06981531,0.001340034,0.8604134,0.01456287,0.00005865304,0.0002586026,0.0001503914,0.01866342],"genre_scores_gemma":[0.2942866,0.117989,0.004000472,0.5463614,0.02019855,0.000146168,0.0004907554,0.0002152716,0.01631183],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02259487,"threshold_uncertainty_score":0.07558739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795320590741978,"score_gpt":0.2987848560794375,"score_spread":0.2608316501720177,"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."}}