{"id":"W2056825747","doi":"10.1111/liv.12084","title":"Gens Una Sumus – still","year":2012,"lang":"en","type":"editorial","venue":"Liver International","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Friendship; Medicine; History; Political science; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001424509,0.0002759316,0.0002413418,0.0001295166,0.00001836948,0.00006275236,0.0006145005,0.0005931755,0.005735088],"category_scores_gemma":[0.0001234782,0.0002949577,0.0001359656,0.00005132394,0.00002110301,0.0001965161,0.0000991733,0.000662089,0.002080374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380946,"about_ca_system_score_gemma":0.00004472564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002321644,"about_ca_topic_score_gemma":0.00001708963,"domain_scores_codex":[0.9982101,0.00001719436,0.0003054678,0.0002550718,0.000918599,0.0002936149],"domain_scores_gemma":[0.9991251,0.0002217827,0.00007192492,0.0002722952,0.0001612256,0.0001477051],"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":[0.000003542235,0.00001651093,0.00008465823,0.00008377957,0.0002393758,0.00002850481,0.00005293344,0.0001215589,0.00003401712,0.0004849227,0.9981105,0.0007396868],"study_design_scores_gemma":[0.0001490998,0.000006517033,0.000144425,0.00005623307,0.00004618911,0.000003548089,0.000003278838,0.002344261,0.00009504431,0.00009046143,0.9967541,0.0003068856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003694337,0.0008601922,0.0005692059,0.000009423074,0.9772037,0.0001002104,0.0006226809,0.000334141,0.01993096],"genre_scores_gemma":[0.04214174,0.00007299997,0.0002632404,0.00003204534,0.9535793,0.00002654435,0.001399137,0.0001002368,0.002384764],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0417723,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129505207039627,"score_gpt":0.2451386180913985,"score_spread":0.2321880973874358,"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."}}