{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007022751,0.002222436,0.001296614,0.001675766,0.001267042,0.003743268,0.002410217,0.003817354,0.9764621],"category_scores_gemma":[0.001252855,0.0007441087,0.0007641114,0.00161832,0.001022618,0.004050272,0.002910047,0.002230371,0.9863563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006956446,"about_ca_system_score_gemma":0.0007100712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289866,"about_ca_topic_score_gemma":0.00320773,"domain_scores_codex":[0.9996256,0.00002136158,0.00002278352,0.000129544,0.0001333408,0.0000673769],"domain_scores_gemma":[0.9987191,0.0004402975,0.00008093898,0.0001355705,0.000253914,0.0003701399],"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":[0.0001178521,0.0001321762,0.0003070487,0.0004089388,0.0000141888,0.000121537,0.00008009203,0.0002707377,0.002229908,0.005135906,0.3934494,0.5977322],"study_design_scores_gemma":[0.00001603669,0.00004856906,0.000491948,0.0002901952,0.000006742281,0.0002072014,0.0000683494,0.00009139169,0.0002746106,0.0009735064,0.9975197,0.00001166307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001531724,0.0005638723,0.0006819717,0.0002371767,0.0001801347,0.00003925274,0.0004757197,0.00067256,0.996996],"genre_scores_gemma":[0.0003674382,0.0003179077,0.0003175236,0.0001094912,0.00003682703,0.00002771248,0.0002847042,0.0001395067,0.998399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02353793,"threshold_uncertainty_score":0.03357399,"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."}}