{"id":"W2411683938","doi":"","title":"Case study. Just another test? Commentary.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Test (biology); Psychology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009971423,0.001700818,0.002222912,0.003500239,0.005681967,0.003488644,0.0124357,0.07354125,0.01596695],"category_scores_gemma":[0.1174146,0.00142581,0.002923568,0.003054105,0.007396657,0.01305307,0.004129371,0.0573853,0.00961682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006969645,"about_ca_system_score_gemma":0.01092444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02181124,"about_ca_topic_score_gemma":0.03325401,"domain_scores_codex":[0.9886127,0.00344494,0.001954245,0.001688303,0.003293363,0.001006487],"domain_scores_gemma":[0.926787,0.05222494,0.002347554,0.001709357,0.01370809,0.003223176],"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":[0.00003306395,0.000005858243,0.00009434549,0.0002338586,0.00001190305,0.00170408,0.00009794243,0.00002123475,0.00003200028,0.001654193,0.9932101,0.002901423],"study_design_scores_gemma":[0.0001232211,0.00003367666,0.000633195,0.004160617,0.00008724372,0.0100186,0.001135572,0.0001692378,0.0002369489,0.01190746,0.9713807,0.000113457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001512831,0.004050061,0.0001056764,0.9522825,0.04122761,0.00002484196,0.0001481131,0.00003530421,0.001974621],"genre_scores_gemma":[0.002218168,0.003006764,0.0002571442,0.9373777,0.0539601,0.00006791016,0.00009221656,0.0000219059,0.002998148],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.984033,"threshold_uncertainty_score":0.05341476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941156116374687,"score_gpt":0.2656834150638828,"score_spread":0.2162718539001359,"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."}}