{"id":"W4406651843","doi":"10.1016/b978-1-4160-2450-7.50667-8","title":"10.1016/b978-1-4160-2450-7.50667-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine; Microbiology; Biology","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":[0.0006778784,0.001941264,0.001165759,0.001533371,0.001113457,0.004022043,0.002277412,0.003375491,0.9742262],"category_scores_gemma":[0.001310369,0.0006515218,0.0007609432,0.001615226,0.0009134863,0.003982665,0.003054513,0.002025237,0.9861579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007400161,"about_ca_system_score_gemma":0.0007369751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296493,"about_ca_topic_score_gemma":0.002608069,"domain_scores_codex":[0.999657,0.00002107537,0.00001982036,0.0001102773,0.0001304578,0.00006131631],"domain_scores_gemma":[0.998747,0.0004008814,0.00008416051,0.0001596003,0.0002372418,0.0003710805],"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":[0.0001105893,0.0001006875,0.0002575941,0.000395764,0.00001226475,0.0001022013,0.00006647057,0.0002453574,0.002082486,0.005761136,0.3728258,0.6180397],"study_design_scores_gemma":[0.0000126588,0.00003468155,0.0003782318,0.0002457184,0.000005696715,0.0001643425,0.00005420213,0.00007967721,0.0002794361,0.001054544,0.9976813,0.000009551983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001545114,0.0006361997,0.0007572699,0.0002747105,0.0001767827,0.00003613542,0.000576935,0.000795569,0.9965919],"genre_scores_gemma":[0.0003774678,0.0003288074,0.0003342107,0.0001010144,0.00003166062,0.00002459679,0.0003547016,0.0001784745,0.9982691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02577376,"threshold_uncertainty_score":0.03676307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009413640793547447,"score_gpt":0.1985985347860966,"score_spread":0.1891848939925491,"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."}}