{"id":"W4411658421","doi":"10.51847/4yhdjex","title":"10.51847/4YHdJex","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dentistry; Lesion; Medicine; Orthodontics; Pathology","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":[0.0004316857,0.001036255,0.0005376227,0.001518225,0.001172938,0.002194294,0.0008438242,0.00246198,0.9680623],"category_scores_gemma":[0.0006885264,0.000339312,0.0005534682,0.0009341821,0.0006930348,0.00163227,0.001801398,0.001166761,0.9585415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000863046,"about_ca_system_score_gemma":0.0005173851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946768,"about_ca_topic_score_gemma":0.001900465,"domain_scores_codex":[0.9996958,0.00002260041,0.00002442662,0.00009000646,0.0001062329,0.00006098906],"domain_scores_gemma":[0.9993122,0.000116537,0.00003286399,0.0001214671,0.0002114942,0.0002055106],"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":[0.00027883,0.0002657797,0.00118913,0.0002665191,0.00002004601,0.0004694251,0.00009029437,0.000334529,0.005780866,0.006185194,0.2200057,0.7651137],"study_design_scores_gemma":[0.00003526481,0.00005740663,0.001364713,0.00013442,0.000007428371,0.0005391,0.00007916284,0.0002134484,0.0009585531,0.0007650824,0.9958332,0.0000122072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00163345,0.0005298523,0.001186992,0.0006854419,0.0006958153,0.0000627406,0.0006006814,0.0008809663,0.993724],"genre_scores_gemma":[0.002299411,0.0001709652,0.0006698911,0.0002676819,0.00006727973,0.00002235447,0.0003198598,0.0001355803,0.996047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03193772,"threshold_uncertainty_score":0.04555517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009196009573017035,"score_gpt":0.2098705080978049,"score_spread":0.2006744985247879,"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."}}