{"id":"W2899212037","doi":"10.3747/co.25.4073","title":"Only If You View It through a Different Lens","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lens (geology); Optometry; Biology; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004496243,0.001423441,0.001183974,0.001767311,0.004698874,0.01266303,0.001760207,0.005930881,0.1450601],"category_scores_gemma":[0.03369381,0.0005097723,0.0008647178,0.001361476,0.004451779,0.01481309,0.005291316,0.01556105,0.1298694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399498,"about_ca_system_score_gemma":0.002055738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004098237,"about_ca_topic_score_gemma":0.005736006,"domain_scores_codex":[0.9966191,0.001259519,0.0001643896,0.0003086214,0.001275459,0.0003727616],"domain_scores_gemma":[0.9808797,0.004152394,0.001176257,0.001669068,0.007707115,0.004415394],"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":[0.00001809796,0.00001236273,0.0001294869,0.00006746998,0.000005789957,0.0001001567,0.0008073613,0.00001357746,0.0002249134,0.004321523,0.9790684,0.01523092],"study_design_scores_gemma":[0.000003396033,0.00001058917,0.00008676116,0.0001208546,0.000003801034,0.0002899171,0.001138255,0.00002305872,0.00008134933,0.002045184,0.9961799,0.00001678758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00125175,0.01006606,0.01234983,0.6178883,0.1757072,0.00009674966,0.0005789339,0.002931274,0.1791298],"genre_scores_gemma":[0.01532232,0.00821543,0.009834528,0.3193269,0.06464488,0.0001958584,0.0003714164,0.003204651,0.5788839],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1450601,"threshold_uncertainty_score":0.4852745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051013279755721,"score_gpt":0.4101336430985281,"score_spread":0.305032315122956,"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."}}