{"id":"W4406564936","doi":"10.1016/j.ypdi.2013.01.026","title":"10.1016/j.ypdi.2013.01.026","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Observational study; Obstructive sleep apnea; Sleep apnea; Positive airway pressure; Airway; Apnea; Intensive care medicine; Cardiology; Emergency medicine; Internal medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007875335,0.000931217,0.0005762118,0.001727631,0.000930621,0.00286713,0.00106781,0.003320696,0.8872433],"category_scores_gemma":[0.00176005,0.0004158222,0.0005389841,0.0007721676,0.0007916458,0.002358496,0.001363334,0.001821814,0.8583804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007768651,"about_ca_system_score_gemma":0.001145759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120519,"about_ca_topic_score_gemma":0.001886181,"domain_scores_codex":[0.9997311,0.0000230134,0.00002231869,0.00007189265,0.0000850885,0.00006653016],"domain_scores_gemma":[0.9988373,0.0001759308,0.0001188459,0.00007293793,0.0002816693,0.000513282],"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":[0.0002392762,0.0001701913,0.004484014,0.0003688567,0.00002896724,0.0003679052,0.0001039155,0.0001170842,0.0007029717,0.003828695,0.3980159,0.5915723],"study_design_scores_gemma":[0.00005302119,0.0000794822,0.004819284,0.0006901518,0.00002814358,0.002909793,0.0002234536,0.0001422453,0.0003834038,0.003310265,0.9873382,0.00002241402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004980192,0.02291311,0.002943756,0.01856031,0.006054312,0.0001177055,0.004289813,0.002168732,0.937972],"genre_scores_gemma":[0.01229431,0.006300885,0.001896701,0.00336302,0.001603635,0.00007493658,0.002131958,0.0003108563,0.9720238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1127567,"threshold_uncertainty_score":0.1608337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055896880479012,"score_gpt":0.2336211611741108,"score_spread":0.2230621923693207,"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."}}