{"id":"W4412973172","doi":"10.22454/fammed.2025.439818","title":"Nothing More","year":2025,"lang":"en","type":"article","venue":"Family Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"Nothing; Psychology; Philosophy; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003751238,0.0001245837,0.000229322,0.0002500349,0.00006757222,0.000005314858,0.0002047141,0.00005250557,0.0001545587],"category_scores_gemma":[0.00049829,0.00009473534,0.00002699046,0.0006836576,0.0001877702,0.00005865205,0.00005677983,0.0001836404,0.001301356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008136538,"about_ca_system_score_gemma":0.00005395827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002735275,"about_ca_topic_score_gemma":0.000003417549,"domain_scores_codex":[0.9989937,0.00002474348,0.0002207021,0.0002158704,0.0003114112,0.0002335602],"domain_scores_gemma":[0.9993227,0.000125151,0.00004328692,0.0003649192,0.0000748914,0.00006908392],"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":[0.00006167422,0.00004228079,0.005237009,0.00006888626,0.00007064221,0.00006615115,0.007108263,0.00002815747,0.1957104,0.004760587,0.7792457,0.007600258],"study_design_scores_gemma":[0.001859108,0.00005447662,0.1360063,0.0006295707,0.00008044775,0.000003260668,0.002611197,0.00080742,0.0007633487,0.0003814072,0.8566734,0.0001300658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4524465,0.004976452,0.002520272,0.03503973,0.002436701,0.0004027837,0.00001691698,0.0009052596,0.5012554],"genre_scores_gemma":[0.9576906,0.0000216367,0.000524172,0.02792391,0.0004969438,0.00001798968,0.00003211942,0.00004860226,0.01324405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5052441,"threshold_uncertainty_score":0.9994763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396516365521325,"score_gpt":0.3557814287958358,"score_spread":0.3161297922437033,"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."}}