{"id":"W4297980395","doi":"10.1097/rhu.0000000000001904","title":"Across puzzle","year":2022,"lang":"en","type":"article","venue":"JCR Journal of Clinical Rheumatology","topic":"Film in Education and Therapy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006371521,0.00008242485,0.0006648205,0.00006573708,0.0009195696,0.000003858478,0.0004446083,0.0001617702,0.01022696],"category_scores_gemma":[0.002818141,0.00006717748,0.0002585348,0.0001595576,0.0001238082,0.00006642222,0.0001670843,0.002416231,0.000276918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005886758,"about_ca_system_score_gemma":0.000748265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002593167,"about_ca_topic_score_gemma":0.00002129811,"domain_scores_codex":[0.9943449,0.002419828,0.002458334,0.0001295492,0.000276767,0.0003705566],"domain_scores_gemma":[0.9934222,0.004103083,0.001778346,0.0002338471,0.0002557386,0.0002068183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006811048,0.0005568903,0.8197752,0.00003045842,0.0001071387,0.00002915595,0.005192749,0.00001685401,0.000005547503,0.01525155,0.1482892,0.01006415],"study_design_scores_gemma":[0.002676147,0.0003910953,0.05774138,0.00002575012,0.00000871623,0.0002622477,0.01009185,0.00003346256,0.000001293195,0.005209304,0.9234807,0.0000780096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565459,0.0003871233,0.0001743109,0.01847897,0.01843524,0.0001405154,0.000008883986,0.00001933079,0.005809673],"genre_scores_gemma":[0.9912875,0.0004476944,0.0005375372,0.004913339,0.0002810572,0.00002060396,0.000002478618,0.00001714037,0.002492628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7751915,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2156299327676167,"score_gpt":0.6291637289563287,"score_spread":0.413533796188712,"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."}}