{"id":"W4256330949","doi":"10.2310/7070.2001.20083","title":"Residents' Forum","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001155268,0.00005032082,0.0001394195,0.00005581648,0.0004011366,0.00001746391,0.0003162525,0.00004445255,0.0003622326],"category_scores_gemma":[0.0003713433,0.00003019055,0.0000661666,0.0001381401,0.0002654628,0.0002093206,0.00004127078,0.0001518532,0.00007119228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001992654,"about_ca_system_score_gemma":0.00008895445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006128383,"about_ca_topic_score_gemma":0.0018776,"domain_scores_codex":[0.9989271,0.000369336,0.0002091652,0.00003257875,0.000216805,0.0002450639],"domain_scores_gemma":[0.9992532,0.0002908829,0.0001844263,0.00009206577,0.000107957,0.00007149777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000433553,0.0001085936,0.8488913,0.000004304361,0.0001692926,0.0002019476,0.06589988,0.00001222757,0.0004371959,0.01157368,0.06514111,0.00712699],"study_design_scores_gemma":[0.0006662601,0.0004144396,0.6944228,0.00002531702,0.00008136075,0.0006108276,0.03268022,0.000001513398,0.00007235211,0.01334907,0.2575621,0.0001136901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284583,0.001160462,0.0001728729,0.02071706,0.0003513673,0.00005427269,2.086329e-7,0.000007259856,0.04907814],"genre_scores_gemma":[0.9949496,0.001512402,0.00004004428,0.001422839,0.0003404006,3.549563e-7,5.395219e-8,0.000003675127,0.001730648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.192421,"threshold_uncertainty_score":0.3966193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692204953444115,"score_gpt":0.3218734360210761,"score_spread":0.2949513864866349,"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."}}