{"id":"W3199787257","doi":"10.1097/cpt.0000000000000186","title":"Keeping the Torch Burning","year":2021,"lang":"en","type":"article","venue":"Cardiopulmonary Physical Therapy Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honor; Privilege (computing); Interim; Presentation (obstetrics); Medicine; Medical education; Public relations; Political science; Law; Computer science; Surgery; Internet privacy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0180516,0.001761461,0.00243609,0.004813417,0.007507,0.02335308,0.003132558,0.01071046,0.05085935],"category_scores_gemma":[0.1451976,0.001230166,0.002354961,0.002280787,0.008608651,0.02907255,0.006818085,0.02061693,0.05377351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002948563,"about_ca_system_score_gemma":0.009907437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001926357,"about_ca_topic_score_gemma":0.003875181,"domain_scores_codex":[0.9786265,0.005772505,0.001914281,0.003102983,0.009111767,0.001472067],"domain_scores_gemma":[0.8794724,0.02747088,0.00939138,0.01030805,0.05639729,0.01696012],"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":[0.00005611818,0.00002043971,0.0002562613,0.0003473764,0.00003938265,0.0004655978,0.0007258006,0.00001974709,0.0002470986,0.003501079,0.952621,0.04170008],"study_design_scores_gemma":[0.00001582441,0.0000329867,0.0002291421,0.001083718,0.00002238243,0.001384584,0.001285815,0.00003570173,0.0001683589,0.005409565,0.9902833,0.00004867996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007522278,0.04675137,0.002503558,0.5360973,0.3973391,0.0000439171,0.0001606239,0.0006654189,0.01568647],"genre_scores_gemma":[0.01505316,0.04638493,0.004962713,0.5404904,0.3098258,0.0001334271,0.0003015346,0.00172776,0.08112017],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05085935,"threshold_uncertainty_score":0.1701415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572300255816899,"score_gpt":0.3005528265620123,"score_spread":0.2648298240038433,"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."}}