{"id":"W4406562812","doi":"10.1016/j.bjorlp.2022.09.002","title":"10.1016/j.bjorlp.2022.09.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","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":[0.0007095822,0.00128517,0.0008211193,0.001718011,0.001063586,0.002021072,0.001217217,0.00380362,0.9499604],"category_scores_gemma":[0.001336109,0.0005375335,0.0007802976,0.000969225,0.0007375628,0.002327198,0.001266507,0.001797668,0.9504511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007671381,"about_ca_system_score_gemma":0.0009087273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003902252,"about_ca_topic_score_gemma":0.003794144,"domain_scores_codex":[0.9997273,0.00002203611,0.00002258718,0.00005556625,0.00007162868,0.0001007977],"domain_scores_gemma":[0.9989225,0.0001909316,0.00008259674,0.00004785979,0.0001903502,0.0005658815],"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":[0.0003929471,0.0003489063,0.003326478,0.0004263243,0.00003280584,0.000405543,0.00003749686,0.0002186269,0.0005470582,0.001877164,0.4938846,0.4985021],"study_design_scores_gemma":[0.00009921558,0.000151355,0.004470006,0.0007347989,0.00003191625,0.002481154,0.0001200623,0.0002875025,0.0003308028,0.001576824,0.9896877,0.00002858695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00187881,0.004933869,0.0006004446,0.004425704,0.001732633,0.00006662628,0.002146233,0.0006737111,0.983542],"genre_scores_gemma":[0.003517297,0.001582054,0.0007209035,0.001288059,0.0005944284,0.00004734668,0.001350521,0.0001711059,0.9907284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05003965,"threshold_uncertainty_score":0.07137543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009799152175461828,"score_gpt":0.2326852202164202,"score_spread":0.2228860680409584,"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."}}