{"id":"W4406644759","doi":"10.1016/b978-84-8086-959-1.00411-9","title":"10.1016/b978-84-8086-959-1.00411-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008136633,0.0006106888,0.0009414235,0.0002911159,0.00009070886,0.00003889599,0.0001848414,0.0004341747,0.997186],"category_scores_gemma":[0.00002276507,0.0005179701,0.0004398725,0.00005094116,0.00007126585,0.00004916544,0.00009177944,0.0004023099,0.9967079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003600153,"about_ca_system_score_gemma":0.000150889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004274423,"about_ca_topic_score_gemma":0.000001598327,"domain_scores_codex":[0.997967,0.00001015664,0.000441204,0.0006173628,0.0005108095,0.0004534756],"domain_scores_gemma":[0.9983844,0.00006957774,0.000121492,0.0008356853,0.00009903585,0.0004898264],"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":[0.0002144605,0.0002051941,2.147426e-7,0.00004722541,0.0004521664,0.0003535297,0.00001198385,0.00000224312,0.00000164548,0.00007315542,0.3447001,0.6539381],"study_design_scores_gemma":[0.001040915,0.0009971983,0.0000266502,0.0005376472,0.00070439,0.000164862,2.779607e-7,0.000004667707,0.00003080556,0.0001569922,0.9958612,0.0004743563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007824967,0.001106398,1.333293e-7,0.0007287849,0.000005760503,0.0008862618,0.0002156635,0.0002224424,0.9968267],"genre_scores_gemma":[0.00001124235,0.00001318677,0.00007211191,0.0002459193,0.0005599538,0.00007564233,0.0005406209,0.0001512363,0.9983301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6534638,"threshold_uncertainty_score":0.9997272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109974338153639,"score_gpt":0.1971719976809079,"score_spread":0.1860722542993715,"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."}}