{"id":"W2033226831","doi":"10.5703/1288284314796","title":"Will POD (Print on Demand) Spell DOA for OP?","year":2012,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Point of delivery; Spell; Computer science; Agronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002051111,0.0005032845,0.0009538103,0.001246651,0.00290457,0.004539356,0.0007244232,0.005899653,0.5375758],"category_scores_gemma":[0.01396269,0.0004708989,0.001464743,0.0008877961,0.0009418286,0.002618061,0.001957935,0.003821618,0.4231896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178455,"about_ca_system_score_gemma":0.002964465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004531453,"about_ca_topic_score_gemma":0.01511264,"domain_scores_codex":[0.9989814,0.0001131418,0.00009976464,0.0000898792,0.0003609721,0.000354794],"domain_scores_gemma":[0.9937157,0.0008639781,0.0004354517,0.0005782535,0.002027057,0.002379516],"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":[0.0001048388,0.00009282107,0.000881743,0.00004689516,0.000003999472,0.000180436,0.00001568794,0.00001402413,0.0001196937,0.0005727754,0.9462141,0.05175304],"study_design_scores_gemma":[0.00008044568,0.00007826175,0.00450379,0.0001930368,0.00001201779,0.0005270825,0.000206841,0.0000976895,0.0003655122,0.001872723,0.9920273,0.00003521534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.005756179,0.00247303,0.001505268,0.2362469,0.1021123,0.0003653073,0.004946804,0.003878366,0.6427159],"genre_scores_gemma":[0.01625712,0.001790643,0.001702884,0.07227401,0.02231552,0.0001914747,0.001329703,0.000903888,0.8832347],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5375758,"threshold_uncertainty_score":0.6595919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03891660125066205,"score_gpt":0.3460786848423939,"score_spread":0.3071620835917319,"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."}}