{"id":"W4248236344","doi":"10.1097/00006565-200212000-00012","title":"Academic dilemmas","year":2002,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kruger (Canada)","funders":"","keywords":"Medicine; Section (typography); Psychoanalysis; Psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.02248153,0.001140769,0.001212648,0.003007138,0.006998986,0.00946992,0.003557032,0.01519975,0.07408138],"category_scores_gemma":[0.1089971,0.0005643976,0.0008977567,0.00305125,0.006912543,0.01170978,0.005880781,0.01782274,0.03678293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005043023,"about_ca_system_score_gemma":0.01024835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002085029,"about_ca_topic_score_gemma":0.004564116,"domain_scores_codex":[0.9883323,0.004165139,0.001083919,0.001109904,0.004175066,0.001133657],"domain_scores_gemma":[0.9261255,0.02146993,0.003270594,0.003126059,0.02501618,0.02099169],"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":[0.00000626082,0.00000692522,0.00006345035,0.0000323087,0.000002207943,0.0001130587,0.00009278044,0.00002404583,0.000007634455,0.006810976,0.9808733,0.01196697],"study_design_scores_gemma":[0.000008514743,0.000005479855,0.00009278226,0.0003076096,0.000003099078,0.0006313666,0.000533967,0.00005293299,0.00001909663,0.0148475,0.9834871,0.00001062429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001975865,0.008409099,0.0002781014,0.9181558,0.05556976,0.0000104536,0.00005085424,0.00004126628,0.01728699],"genre_scores_gemma":[0.01528493,0.02912674,0.001319397,0.6918701,0.2039888,0.0001011701,0.0001821012,0.0001802696,0.05794656],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07408138,"threshold_uncertainty_score":0.2478269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756112282899014,"score_gpt":0.280238722969877,"score_spread":0.2526776001408869,"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."}}