{"id":"W7018292875","doi":"","title":"Continuing a long tradition: the Canadian Journal of Surgery at 60","year":2017,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Publishing; Order (exchange); Medical journal; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001877151,0.00005010779,0.0001872178,0.00002904309,0.002788538,0.00001829586,0.0004539622,0.00009560048,0.04886475],"category_scores_gemma":[0.001684004,0.0000412218,0.00009156462,0.00001607753,0.0003271445,0.0006032279,0.00007071291,0.0003671829,0.00004618929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003276052,"about_ca_system_score_gemma":0.001348679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7992361,"about_ca_topic_score_gemma":0.974806,"domain_scores_codex":[0.9988543,0.0003850302,0.0001090296,0.00006985039,0.0003022758,0.0002795628],"domain_scores_gemma":[0.9973033,0.001185089,0.0005641805,0.0002845209,0.0002261529,0.0004367767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000917877,0.00005991676,0.4051703,0.0004265265,0.0003200186,0.001309665,0.1231912,0.00000117059,0.0001803511,0.002442694,0.303343,0.1626373],"study_design_scores_gemma":[0.0003582893,0.00003421812,0.911814,0.0002258909,0.00002783655,0.000005695195,0.01708037,0.00002318444,0.000004634541,0.0000285632,0.07035144,0.00004585661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7799651,0.001166701,0.00008668817,0.03305094,0.0006007358,0.0001738369,0.00001480187,0.000005228316,0.184936],"genre_scores_gemma":[0.9878067,0.0004438156,0.00007221266,0.00007438334,0.0001705091,1.189099e-7,0.000001689635,0.00000358483,0.01142704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5066438,"threshold_uncertainty_score":0.9985097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1671407955712271,"score_gpt":0.4148453633241137,"score_spread":0.2477045677528866,"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."}}