{"id":"W2150393034","doi":"10.1016/j.tgie.2010.02.002","title":"Technique and emerging role of cryotherapy","year":2010,"lang":"en","type":"article","venue":"Techniques in Gastrointestinal Endoscopy","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Cryotherapy; Medicine; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001587863,0.0001271822,0.0001483448,0.0001485158,0.00002136492,0.000009767185,0.0001428252,0.00004596703,0.00005153556],"category_scores_gemma":[0.00003546399,0.0001309633,0.00002491094,0.0001533154,0.0001043938,0.00006475802,0.00001802241,0.0003162584,0.000001427013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001254736,"about_ca_system_score_gemma":0.0000106765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004321379,"about_ca_topic_score_gemma":0.00003434192,"domain_scores_codex":[0.9994081,0.000009926428,0.0002079644,0.0001283028,0.00006757579,0.0001781183],"domain_scores_gemma":[0.9996152,0.00008362281,0.00003092101,0.0002027349,0.00002491177,0.00004259115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006247799,0.00002108847,0.01268759,0.00001890184,0.000001584749,0.000001207109,0.00005297976,0.00000629546,0.9800709,0.002346376,0.00001802867,0.004768768],"study_design_scores_gemma":[0.000142257,0.00009493742,0.003452062,0.0001880125,0.000003937014,0.0004769793,0.00005959245,0.0008308705,0.9839243,0.008570835,0.002087476,0.0001687456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8823324,0.0001389864,0.09543358,0.00005823881,0.00002567678,0.000659559,0.00001329586,0.001293811,0.02004449],"genre_scores_gemma":[0.6534783,0.00002689501,0.3462904,0.000008124862,0.00002351731,0.0001426696,0.000001570639,0.00002278979,0.000005802734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2508568,"threshold_uncertainty_score":0.5340528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003998907440171129,"score_gpt":0.2310660251257385,"score_spread":0.2270671176855674,"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."}}