{"id":"W4406300077","doi":"10.1503/cmaj.241840","title":"On paper","year":2025,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science","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":[],"consensus_categories":[],"category_scores_codex":[0.001597001,0.001351116,0.001201294,0.001599072,0.002172394,0.006025604,0.001680561,0.004704354,0.3751644],"category_scores_gemma":[0.009385383,0.0004562482,0.001251842,0.0008887846,0.0007713785,0.002215615,0.001099963,0.006753646,0.3118157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918726,"about_ca_system_score_gemma":0.001857695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023805,"about_ca_topic_score_gemma":0.005687153,"domain_scores_codex":[0.9981779,0.0002196547,0.0001473001,0.0002716673,0.0009286332,0.0002548778],"domain_scores_gemma":[0.9952424,0.0008353111,0.0002141312,0.0002838206,0.002306249,0.001118117],"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":[0.00001666003,0.000008428012,0.00001472775,0.00005103511,0.000002009033,0.00002900656,0.000002345476,0.000007510821,0.00003256074,0.0003413034,0.9915349,0.007959387],"study_design_scores_gemma":[0.00001814191,0.000009347162,0.0001073867,0.0001188773,0.000002559025,0.00003338357,0.000008562097,0.00001369491,0.00002784438,0.0003855188,0.9992716,0.000003125913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008541346,0.003094947,0.0001458694,0.02318183,0.861587,0.00009241988,0.0003872967,0.0002804202,0.1111448],"genre_scores_gemma":[0.001150029,0.004297315,0.0002247968,0.04181161,0.3397864,0.00008023462,0.000795966,0.0002027713,0.6116509],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3751644,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265387851432602,"score_gpt":0.4541546669043594,"score_spread":0.4276158817610992,"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."}}