{"id":"W2071128858","doi":"10.1177/1203475415575011","title":"Contact Cryoprobe Sterilization Practices","year":2015,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Cryotherapy; Medicine; Sterilization (economics); Surgery; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001660763,0.000124113,0.00009292822,0.0004508825,0.0008626534,0.0004459666,0.0005101869,0.0003246196,0.006344829],"category_scores_gemma":[0.009060777,0.0001187573,0.0001435374,0.00045333,0.0008785663,0.0004404034,0.0006444126,0.0002821255,0.0004025967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160552,"about_ca_system_score_gemma":0.002406113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839976,"about_ca_topic_score_gemma":0.02875213,"domain_scores_codex":[0.9979741,0.0006296823,0.0001287436,0.0001839247,0.0008809487,0.000202631],"domain_scores_gemma":[0.9880596,0.004879382,0.003664784,0.0004768939,0.002051929,0.0008674543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003873795,0.0002498022,0.6910768,0.001753492,0.00007236387,0.001497589,0.06452405,0.0002792182,0.03081695,0.0005859465,0.005836437,0.20292],"study_design_scores_gemma":[0.00001593326,0.0009498021,0.8799592,0.000860495,0.00005174818,0.007542828,0.05553022,0.0004355604,0.008088963,0.0002139038,0.04630746,0.00004378771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872913,0.001897811,0.001611174,0.0009577448,0.00001923154,0.00007131232,0.0001397764,0.00004274116,0.007968958],"genre_scores_gemma":[0.9965047,0.001300586,0.0008045898,0.0002207734,0.00001212074,0.00002123174,0.00003935075,0.000005476318,0.001091178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01839976,"threshold_uncertainty_score":0.03658533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2081044085963919,"score_gpt":0.4423826830514508,"score_spread":0.234278274455059,"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."}}