{"id":"W4392108322","doi":"10.15173/m.v1i41.3286","title":"IWCH Abstracts","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"Academic Publishing and Open Access","field":"Decision Sciences","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":["insufficient_payload"],"category_scores_codex":[0.005125375,0.001429163,0.001121697,0.003800806,0.00211756,0.007287507,0.001748748,0.002823131,0.537788],"category_scores_gemma":[0.02546612,0.0004682807,0.001265948,0.002526397,0.0007851589,0.002147349,0.005116241,0.003870648,0.3351685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377903,"about_ca_system_score_gemma":0.007116033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656282,"about_ca_topic_score_gemma":0.003135042,"domain_scores_codex":[0.9942709,0.0007106407,0.0004357893,0.00034504,0.003568749,0.0006688967],"domain_scores_gemma":[0.9823246,0.001897816,0.0008294281,0.0008933624,0.009805092,0.004249668],"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":[0.00003921155,0.00001228046,0.00003186666,0.0001731742,0.000003172556,0.00003042377,0.00001249624,0.00001232982,0.00007794364,0.0003026968,0.9838991,0.01540514],"study_design_scores_gemma":[0.00002283953,0.00002243869,0.0003272984,0.0003249889,0.000005567691,0.00007076163,0.00005484769,0.00002266417,0.0001270669,0.0008485547,0.9981647,0.00000822718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001777579,0.03037676,0.002965866,0.1002261,0.4073781,0.002039425,0.02111789,0.001130637,0.4329875],"genre_scores_gemma":[0.008307068,0.02305921,0.001681787,0.01769569,0.1093147,0.001471293,0.01442676,0.0009581701,0.8230853],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.462212,"threshold_uncertainty_score":0.6592892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206780882779165,"score_gpt":0.4235483024796522,"score_spread":0.3028702142017358,"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."}}