{"id":"W4232268255","doi":"10.1055/s-0037-1606513","title":"Welcome to IMIA","year":2017,"lang":"en","type":"article","venue":"Yearbook of Medical Informatics","topic":"Sociopolitical Dynamics in Nepal","field":"Social Sciences","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002125225,0.001353418,0.0008694565,0.00223492,0.003266597,0.01323749,0.001743357,0.003724979,0.6335525],"category_scores_gemma":[0.00995881,0.0005618216,0.0008095399,0.001852839,0.0005916686,0.005995301,0.005652439,0.003769271,0.5907086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354862,"about_ca_system_score_gemma":0.006038397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003646687,"about_ca_topic_score_gemma":0.009342989,"domain_scores_codex":[0.9979413,0.000243767,0.00008157255,0.000247786,0.0008930919,0.0005924897],"domain_scores_gemma":[0.9884716,0.000415329,0.0003734503,0.0005429826,0.00347292,0.00672375],"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":[0.000008649261,0.000009174825,0.00003389104,0.00002052172,5.694109e-7,0.00001381784,0.00001234303,0.000005301754,0.00003228443,0.0004725954,0.9905281,0.008862831],"study_design_scores_gemma":[0.000002230215,0.00000433165,0.0001019008,0.00001810388,4.451973e-7,0.00001272088,0.0000318885,0.000006671489,0.00001990424,0.00007837329,0.9997215,0.000002001487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0009778091,0.004986125,0.0008832291,0.05391297,0.1308037,0.0004353484,0.004775736,0.003611299,0.7996138],"genre_scores_gemma":[0.001504105,0.001211249,0.0004026808,0.006561243,0.008828443,0.0001412112,0.001710574,0.0006797277,0.9789608],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6335525,"threshold_uncertainty_score":0.5226929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863397357345874,"score_gpt":0.4024263811447227,"score_spread":0.363792407571264,"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."}}