{"id":"W4391332293","doi":"10.5114/ko.2022.134356","title":"Kronika nr 28","year":2023,"lang":"pl","type":"article","venue":"Klinika Oczna","topic":"Health, Work, and Social Studies in Poland","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001730048,0.0004694179,0.0008337423,0.0001961271,0.001075414,0.00007991018,0.0005839444,0.0009564465,0.002964783],"category_scores_gemma":[0.0004372953,0.0004881241,0.0003400204,0.001246634,0.0004578906,0.00006563433,0.000292754,0.001142901,0.04363645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885523,"about_ca_system_score_gemma":0.0002774415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128997,"about_ca_topic_score_gemma":0.0006958503,"domain_scores_codex":[0.9951455,0.0006824621,0.0009127475,0.0009344033,0.0004966416,0.001828267],"domain_scores_gemma":[0.9971895,0.00108072,0.0002439478,0.0009222462,0.000112356,0.0004512549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001873182,0.0002974136,0.02788322,0.0002051659,0.0005181241,0.0002466915,0.03773262,0.000005017516,0.00000461571,0.01807782,0.7798723,0.1349697],"study_design_scores_gemma":[0.001431305,0.0002698357,0.09089486,0.00009207307,0.00009142767,0.00001003979,0.004870935,0.00003814983,0.000003100372,0.003520349,0.8982629,0.0005150485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2425114,0.01554339,0.00004729172,0.02148323,0.03885387,0.001188331,0.0003834715,0.001024357,0.6789646],"genre_scores_gemma":[0.8249227,0.01039083,0.00008143679,0.004801744,0.007652999,0.0001014468,0.0001016005,0.0001612072,0.1517861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5824112,"threshold_uncertainty_score":0.9997571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0613278251502377,"score_gpt":0.4041404985569004,"score_spread":0.3428126734066627,"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."}}