{"id":"W6930673984","doi":"10.5281/zenodo.14977577","title":"QUAREP - Bare Minimal Microscopy Reporting Requirements Checklist","year":2025,"lang":"en","type":"article","venue":"Dublin City University Open Access Institutional Repository (Dublin City University)","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Ottawa","funders":"","keywords":"Checklist; Table (database); Metadata; Term (time); Interpretation (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05270202,0.001561229,0.001888808,0.00970294,0.002915716,0.004861194,0.005713216,0.003473405,0.161502],"category_scores_gemma":[0.1433656,0.00255137,0.00172239,0.004135221,0.001382802,0.003514291,0.005261713,0.003880474,0.09984286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00352185,"about_ca_system_score_gemma":0.01462802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004473282,"about_ca_topic_score_gemma":0.006845165,"domain_scores_codex":[0.9715257,0.01024373,0.006799186,0.001296815,0.009157821,0.0009767563],"domain_scores_gemma":[0.7953353,0.06367501,0.009793846,0.02185123,0.1051789,0.004165699],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00052743,0.0002407847,0.001123315,0.005793401,0.00004434974,0.0003922619,0.0007881019,0.0005460345,0.009757879,0.007041443,0.8964648,0.07728021],"study_design_scores_gemma":[0.0001377319,0.0001923472,0.002473956,0.003232759,0.00003889633,0.0003181404,0.0004325561,0.0004113056,0.005308826,0.00373541,0.983606,0.0001120763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01027375,0.003604278,0.3696302,0.01723625,0.005989686,0.04699308,0.3506434,0.07483264,0.1207967],"genre_scores_gemma":[0.01843051,0.003353787,0.3894912,0.01268669,0.0009630998,0.07960507,0.4126506,0.01461682,0.06820221],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.947298,"threshold_uncertainty_score":0.5402778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05021692014303295,"score_gpt":0.3457653224850585,"score_spread":0.2955484023420256,"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."}}