{"id":"W4231249013","doi":"10.15173/m.v1i37.2498","title":"MedBulletin","year":2020,"lang":"en","type":"article","venue":"The Meducator","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001118356,0.001011155,0.0009356033,0.002782205,0.001609106,0.004468157,0.0006241284,0.002722183,0.2535216],"category_scores_gemma":[0.007481218,0.0003288788,0.0003473895,0.002388889,0.0008672647,0.001518891,0.002174626,0.003025671,0.1918014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001787253,"about_ca_system_score_gemma":0.002896533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049556,"about_ca_topic_score_gemma":0.01444752,"domain_scores_codex":[0.9992384,0.00008161123,0.0000770024,0.00009714549,0.0002984819,0.0002074351],"domain_scores_gemma":[0.9973678,0.000433068,0.0003075438,0.0002706972,0.0006642257,0.0009565597],"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":[0.0001465342,0.0000512578,0.001790312,0.0002578671,0.00001127938,0.0001732178,0.0000644398,0.00003800766,0.000403663,0.006237392,0.942547,0.04827889],"study_design_scores_gemma":[0.00003271794,0.00002603638,0.009203195,0.0001016991,0.000007421344,0.00008982693,0.00006102533,0.00006740686,0.0001396689,0.001242652,0.9890203,0.000008068017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005123606,0.01088719,0.0003411002,0.06757918,0.01905383,0.0001637361,0.02078975,0.001014682,0.875047],"genre_scores_gemma":[0.03568923,0.007645361,0.0004007464,0.007149265,0.01387522,0.0001830022,0.009190371,0.000326979,0.9255399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7464784,"threshold_uncertainty_score":0.8481143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2676227981893802,"score_gpt":0.4466108679698184,"score_spread":0.1789880697804381,"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."}}