{"id":"W3197321374","doi":"","title":"LibGuides: Medical Student Toolkit: M0","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001096926,0.0005431138,0.0009321577,0.0007328883,0.0001808173,0.0002654577,0.001619272,0.001735259,0.01485953],"category_scores_gemma":[0.0005522729,0.0004238135,0.0002445182,0.000451777,0.0001394635,0.0004488496,0.00111318,0.001020799,0.005686608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007129151,"about_ca_system_score_gemma":0.0002900142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02668141,"about_ca_topic_score_gemma":0.004525642,"domain_scores_codex":[0.9961714,0.00002262579,0.001137005,0.000763918,0.001128298,0.0007768184],"domain_scores_gemma":[0.9981486,0.0000632997,0.0005290089,0.000874731,0.0003268712,0.00005747723],"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":[0.000003829475,0.00008241032,0.001671619,0.0009198988,0.00008715796,0.0001833823,0.00001897163,2.270296e-8,3.509981e-7,0.1344581,0.7969543,0.06561999],"study_design_scores_gemma":[0.0002769624,0.00001875982,0.0005767712,0.0004636277,0.00005158079,0.00001693241,0.0002114561,0.00002108393,0.000001356723,0.002901532,0.9949745,0.000485452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001610733,0.001952003,0.0002016491,0.01064524,0.009361126,0.0008498823,0.00001160901,0.001792463,0.9735753],"genre_scores_gemma":[0.1780816,0.003635533,0.001285196,0.1452158,0.09641343,0.001017821,0.001480538,0.001237605,0.5716324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4019428,"threshold_uncertainty_score":0.9998214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03979209843279603,"score_gpt":0.3034909389102444,"score_spread":0.2636988404774483,"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."}}