{"id":"W4313823522","doi":"10.5114/for.2022.120301","title":"Effectiveness of different protocols of Class II treatment: a retrospective study","year":2022,"lang":"en","type":"article","venue":"Orthodontic Forum","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Class (philosophy); Library science; Medicine; Internal medicine; Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0007851855,0.0001979217,0.0007246243,0.0001238331,0.0003484986,0.00000308335,0.0001654521,0.00004191965,0.0002434647],"category_scores_gemma":[0.00006554092,0.0001582884,0.0001598861,0.0002711722,0.00008043857,0.00002164029,0.0002059457,0.0001573219,0.00000467615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312185,"about_ca_system_score_gemma":0.00005863588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006238408,"about_ca_topic_score_gemma":0.0001238128,"domain_scores_codex":[0.997258,0.001212422,0.0004450392,0.0003767311,0.0002906289,0.0004171588],"domain_scores_gemma":[0.9988637,0.0002669112,0.0002717913,0.0004749736,0.00006950344,0.00005309838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001400876,0.004823289,0.9773818,0.0001736132,0.0004640254,0.00002001456,0.006373059,0.000005982236,0.0002177763,0.00602891,0.0002306433,0.002879985],"study_design_scores_gemma":[0.004275504,0.01860305,0.9697431,0.00005477236,0.00008673902,0.000005125866,0.004007003,0.000005526672,0.0004679283,0.0005614707,0.002046994,0.000142756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744837,0.00008644492,0.00007178412,0.0001231563,0.0003469016,0.01937335,0.00005575418,0.00003739644,0.005421506],"genre_scores_gemma":[0.9687394,0.000001769041,0.00002155678,0.0000198516,0.00001790757,0.0301522,0.00000584611,0.00002416641,0.00101728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01377977,"threshold_uncertainty_score":0.6454814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077947461999493,"score_gpt":0.3672192756766466,"score_spread":0.3364398010566517,"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."}}