{"id":"W3092877962","doi":"10.1542/aapnews.2010314-12","title":"Pediatric Academic Societies meeting features plethora of research hot topics","year":2010,"lang":"en","type":"article","venue":"AAP News","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Engineering ethics; Medical education; Political science; Media studies; Sociology; Medicine; Engineering; 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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006684242,0.00007958522,0.0001649207,0.0002515842,0.001087304,0.0000121519,0.0004787598,0.0003924498,0.0004513919],"category_scores_gemma":[0.004824856,0.0000634618,0.00004177557,0.0008833183,0.0002152,0.0001503769,0.0001807761,0.004370409,0.0002343221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006579626,"about_ca_system_score_gemma":0.002271106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002068805,"about_ca_topic_score_gemma":0.0007799701,"domain_scores_codex":[0.9966955,0.00080879,0.0004556213,0.0002506596,0.000828062,0.0009614209],"domain_scores_gemma":[0.9967439,0.001941483,0.0001498448,0.0003243964,0.0005112883,0.0003291326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002109779,0.00002445675,0.2756081,0.0005323914,0.000002102802,5.405597e-7,0.0119825,6.205993e-7,0.003943156,0.002574349,0.7008625,0.004448157],"study_design_scores_gemma":[0.0004333029,0.0001863481,0.5307508,0.0001419236,0.000007638884,0.000001659706,0.03796412,0.00005665285,0.0008931549,0.0128768,0.4164747,0.0002128596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442574,0.0004836833,0.000005605017,0.02211483,0.001888941,0.0005760838,0.000005420554,0.00003843394,0.03062956],"genre_scores_gemma":[0.9598547,0.002110869,0.002938918,0.001516162,0.00860435,0.0001862573,0.00001248484,0.00002281155,0.0247535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843878,"threshold_uncertainty_score":0.9979265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2903359017351228,"score_gpt":0.5944024843193907,"score_spread":0.3040665825842679,"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."}}