{"id":"W3089699087","doi":"10.1046/j.1365-2923.2002.01239.x","title":"AAMC 2001","year":2002,"lang":"en","type":"article","venue":"Medical Education","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Citation; Library science; Medical school; Psychology; Sociology; Medicine; Medical education; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004931549,0.0008208237,0.0004526756,0.001580365,0.002226134,0.00424861,0.0007832245,0.002022846,0.6633695],"category_scores_gemma":[0.002073592,0.0005227211,0.0003791658,0.001723704,0.0005536843,0.001459403,0.001221945,0.002689114,0.5209078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403924,"about_ca_system_score_gemma":0.002517811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285699,"about_ca_topic_score_gemma":0.04616078,"domain_scores_codex":[0.9996648,0.00002736133,0.00001359474,0.00005558244,0.0001745602,0.0000640557],"domain_scores_gemma":[0.998765,0.0001415779,0.00004534939,0.0001271848,0.0005147728,0.0004060659],"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":[0.00004293362,0.00004643037,0.0004055896,0.00005396691,0.000002794094,0.00006436538,0.00003799205,0.00008296304,0.0001592057,0.002079959,0.9034674,0.09355632],"study_design_scores_gemma":[0.000009886072,0.00001196471,0.001400983,0.00007139101,0.000003391147,0.0001069851,0.00004093464,0.00009549237,0.00009696009,0.0004688766,0.9976881,0.000005040367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001341909,0.001327262,0.0005198856,0.003089857,0.002502987,0.00005452894,0.001600723,0.0006539914,0.9889089],"genre_scores_gemma":[0.001691487,0.0005981037,0.0002615695,0.0004520438,0.0001805793,0.00001947546,0.0004979876,0.0000771933,0.9962214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3366305,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249791866272392,"score_gpt":0.333947007279089,"score_spread":0.3114490886163651,"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."}}