{"id":"W4406649990","doi":"10.1016/b978-1-4557-4696-5.00138-x","title":"10.1016/b978-1-4557-4696-5.00138-x","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Audiology","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":[0.0006407016,0.002012544,0.00113735,0.00154067,0.000986887,0.003746202,0.002089571,0.003240679,0.9689348],"category_scores_gemma":[0.001164142,0.0006439884,0.0006937985,0.001583549,0.0009162147,0.00407139,0.002487204,0.001958398,0.9818113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006367138,"about_ca_system_score_gemma":0.0006308245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002295987,"about_ca_topic_score_gemma":0.002556224,"domain_scores_codex":[0.9997075,0.00001718613,0.00001846555,0.00009881602,0.0001064375,0.00005157318],"domain_scores_gemma":[0.9988723,0.0003766617,0.00007567761,0.0001322579,0.000209575,0.0003333574],"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":[0.0001025453,0.0000933604,0.000294075,0.000422418,0.00001336188,0.0001153401,0.00007972632,0.0002474451,0.002028283,0.006311586,0.3866891,0.6036028],"study_design_scores_gemma":[0.00001091916,0.00003483966,0.0004073293,0.0002355716,0.000005355174,0.0001878107,0.00005560171,0.00008096161,0.0002386137,0.0009692844,0.9977653,0.000008455813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001771124,0.0008015836,0.0008066857,0.0002815479,0.0002137524,0.00003211717,0.0004432009,0.0006719624,0.996572],"genre_scores_gemma":[0.0003986857,0.0004139554,0.0003266048,0.00009898857,0.00004006581,0.00002191058,0.000247775,0.0001589826,0.9982931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03106523,"threshold_uncertainty_score":0.04431069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008915712946746947,"score_gpt":0.1886170497882217,"score_spread":0.1797013368414747,"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."}}