{"id":"W7070097280","doi":"","title":"Elopement","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scientific literature; Identification (biology); Perspective (graphical); Scientific evidence; Medical literature; Autism","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":[],"consensus_categories":[],"category_scores_codex":[0.005076565,0.0003952847,0.0008374949,0.004648747,0.001482071,0.002089883,0.001465755,0.001115869,0.01498224],"category_scores_gemma":[0.02400969,0.0002327856,0.001026605,0.00413034,0.0008422546,0.001639524,0.002141104,0.001156742,0.00165904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004753241,"about_ca_system_score_gemma":0.01499541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1206506,"about_ca_topic_score_gemma":0.2403522,"domain_scores_codex":[0.9978776,0.0005818888,0.000471037,0.0002226772,0.000609233,0.0002376066],"domain_scores_gemma":[0.989765,0.004685089,0.002028747,0.0002964195,0.00269431,0.0005304434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004742322,0.00008030298,0.03061351,0.07339024,0.0004968857,0.005529251,0.007787064,0.0001946032,0.0004845662,0.009063794,0.1185086,0.7533768],"study_design_scores_gemma":[0.0001025108,0.0002130941,0.07155775,0.1315793,0.0009566479,0.007795682,0.01742833,0.0001673316,0.0006169183,0.006944086,0.762554,0.00008436106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.06807089,0.7114642,0.004932258,0.04796369,0.002821329,0.002519818,0.02030595,0.000241389,0.1416805],"genre_scores_gemma":[0.3394935,0.571541,0.009266042,0.02807922,0.001011476,0.001580567,0.01086015,0.0001613776,0.03800681],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1206506,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008365303200963022,"score_gpt":0.2604875827217986,"score_spread":0.2521222795208356,"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."}}