{"id":"W1973188858","doi":"10.1503/cmaj.141126","title":"It really was that bad, but I came back","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.004115423,0.0008741111,0.001023346,0.0009561836,0.007826687,0.005540312,0.001423277,0.009046442,0.07327485],"category_scores_gemma":[0.02627682,0.0004845419,0.001405042,0.0005678264,0.004036492,0.007267359,0.003113766,0.02621491,0.03486866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003414314,"about_ca_system_score_gemma":0.003825828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152288,"about_ca_topic_score_gemma":0.01969653,"domain_scores_codex":[0.996334,0.001083225,0.0002049799,0.0004923778,0.001252026,0.0006334209],"domain_scores_gemma":[0.9896355,0.001684794,0.0005828625,0.0003350389,0.003851636,0.003910116],"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":[0.00003138239,0.00001904956,0.0004501197,0.00007246403,0.00001383215,0.0003814559,0.0003929906,0.00001051135,0.0001172073,0.001535437,0.9871618,0.009813659],"study_design_scores_gemma":[0.0000198399,0.00005256833,0.0007242084,0.0005307742,0.00003078206,0.001722328,0.0028086,0.00004515999,0.0002217502,0.002631168,0.9911594,0.00005356186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000669775,0.006598472,0.0005138106,0.878078,0.09853644,0.0000266767,0.000134612,0.0001375226,0.01530455],"genre_scores_gemma":[0.008128878,0.007015083,0.0007699709,0.8641284,0.03023626,0.00003518099,0.0001193068,0.0002747865,0.08929218],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07327485,"threshold_uncertainty_score":0.2451288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531122922396374,"score_gpt":0.3327134810477295,"score_spread":0.3074022518237658,"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."}}