{"id":"W4244846347","doi":"10.1164/ajrccm.173.12.1415","title":"Negative Studies Deserve More Attention","year":2006,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1099289,0.001197333,0.001981626,0.005880461,0.003241887,0.006597624,0.00497347,0.009419456,0.0324113],"category_scores_gemma":[0.3399412,0.0005203297,0.001243988,0.003384747,0.008097938,0.01108536,0.002977437,0.005586634,0.005233142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001915489,"about_ca_system_score_gemma":0.003396438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849346,"about_ca_topic_score_gemma":0.005813926,"domain_scores_codex":[0.9453645,0.03100425,0.01126377,0.003172263,0.008181006,0.001014228],"domain_scores_gemma":[0.3619071,0.4866344,0.03154133,0.03586181,0.07794764,0.006107764],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002272076,0.0005398164,0.09061456,0.02615525,0.002218893,0.00870988,0.007697061,0.0001378239,0.002809528,0.04872984,0.4041189,0.4059964],"study_design_scores_gemma":[0.0006023273,0.0005398622,0.03720495,0.02771194,0.002448354,0.01358618,0.02152551,0.0003149283,0.002772105,0.09815326,0.7949464,0.0001943343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01870015,0.1366928,0.004085538,0.7236214,0.06676193,0.0003940201,0.001029421,0.0002182136,0.04849649],"genre_scores_gemma":[0.1983765,0.06619714,0.009411016,0.5909901,0.1161642,0.0004100907,0.0009134313,0.0004942121,0.01704318],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8900712,"threshold_uncertainty_score":0.5813664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454659027283096,"score_gpt":0.3614533135826774,"score_spread":0.3269067233098464,"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."}}