{"id":"W3163193933","doi":"10.1038/s41390-021-01581-9","title":"Early Career Investigator Highlight","year":2021,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Medicine; Medical education","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004787159,0.0008614229,0.0009338012,0.001588234,0.002497918,0.007973906,0.001517792,0.007173488,0.3491476],"category_scores_gemma":[0.0191538,0.0004580797,0.0008205015,0.0007489688,0.000769444,0.00255703,0.005701589,0.007300728,0.1721146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985095,"about_ca_system_score_gemma":0.008984134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008181347,"about_ca_topic_score_gemma":0.003697291,"domain_scores_codex":[0.9965546,0.0004796919,0.000124114,0.000452702,0.001298217,0.001090653],"domain_scores_gemma":[0.9639015,0.002133935,0.0008079606,0.0008944315,0.007482545,0.02477967],"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":[0.00002776593,0.00001692071,0.0001436561,0.00003862929,0.0000020693,0.00009291436,0.00001832757,0.000005800185,0.00006037273,0.0004651985,0.988927,0.01020131],"study_design_scores_gemma":[0.00002518951,0.00003334281,0.0005755668,0.000107503,0.000004726194,0.0003202991,0.000207282,0.00002694714,0.00009038295,0.0008534222,0.997748,0.000007361847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001662578,0.005985873,0.000995249,0.3082142,0.4688106,0.0003342308,0.001443248,0.0005718012,0.2119822],"genre_scores_gemma":[0.00837393,0.003953869,0.000823433,0.06373864,0.1544153,0.0002428241,0.0007848599,0.0004441668,0.7672229],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3491476,"threshold_uncertainty_score":0.928362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3976298107956327,"score_gpt":0.4951511430834298,"score_spread":0.09752133228779708,"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."}}