{"id":"W4406639500","doi":"10.1016/b978-1-4557-0684-6.00018-7","title":"10.1016/b978-1-4557-0684-6.00018-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0006184767,0.001891383,0.001084188,0.001570889,0.0009541743,0.003750655,0.002071073,0.003147566,0.9687187],"category_scores_gemma":[0.001092827,0.0006284434,0.0007314874,0.001526112,0.0008289582,0.003731151,0.002633919,0.001877705,0.9822289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000619955,"about_ca_system_score_gemma":0.0006315995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873834,"about_ca_topic_score_gemma":0.002138733,"domain_scores_codex":[0.9996878,0.00001813576,0.00001826117,0.0001009468,0.0001227084,0.00005212944],"domain_scores_gemma":[0.9988706,0.0003653925,0.00007547955,0.0001395304,0.0002163463,0.0003326369],"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":[0.0001084404,0.00009502002,0.0002677004,0.0004027203,0.00001312283,0.0001113083,0.00007010681,0.0002660798,0.002327996,0.00641239,0.3538327,0.6360924],"study_design_scores_gemma":[0.00001040153,0.00003330271,0.0003527059,0.0002031618,0.000005168643,0.0001766001,0.00004746003,0.00008336845,0.0002600832,0.0009942338,0.9978251,0.000008501902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001743165,0.000708752,0.0009535972,0.0002647161,0.0001998055,0.00003440836,0.0005085507,0.0007425001,0.9964133],"genre_scores_gemma":[0.0003935016,0.0003501035,0.00036838,0.00009061111,0.00003574299,0.00002132558,0.0003068434,0.0001652701,0.9982682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03128129,"threshold_uncertainty_score":0.04461896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069594148364269,"score_gpt":0.2033171658807012,"score_spread":0.1926212243970585,"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."}}