{"id":"W2325089339","doi":"10.1097/acm.0b013e31829d5815","title":"AM Last Page","year":2013,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Library science; Medical education; Medicine; Family medicine; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000575466,0.0001494205,0.0002000135,0.0001267835,0.0001202844,0.00001360421,0.0002668739,0.000208582,0.001980459],"category_scores_gemma":[0.0009157467,0.0001187878,0.00002305364,0.0002463474,0.0002348049,0.0003590773,0.000005768817,0.0008665672,0.001533618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006817021,"about_ca_system_score_gemma":0.00002816842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003313182,"about_ca_topic_score_gemma":0.000004537449,"domain_scores_codex":[0.9985923,0.0001310689,0.0003130586,0.0002560773,0.00033964,0.0003678969],"domain_scores_gemma":[0.9988224,0.0004611835,0.0001462822,0.0002867602,0.00007726928,0.0002060893],"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":[0.00003280169,0.00001704988,0.01047112,0.0000529988,0.00001353801,0.000001144758,0.02902496,4.614091e-7,0.01708529,0.000718425,0.9258673,0.01671495],"study_design_scores_gemma":[0.001963738,0.0004695875,0.07247661,0.0007594042,0.0002223948,0.0001364218,0.04977451,0.0001394971,0.003775764,0.01794973,0.8518214,0.0005109154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5176107,0.002950092,0.0001980079,0.4325567,0.009068113,0.0005121973,7.013333e-7,0.0002988469,0.03680462],"genre_scores_gemma":[0.9732336,0.00008032417,0.00009837547,0.01466592,0.004104471,0.00002670286,0.00001824958,0.0000316379,0.007740663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4556229,"threshold_uncertainty_score":0.9992438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04575714345448569,"score_gpt":0.3469508475290951,"score_spread":0.3011937040746094,"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."}}