{"id":"W4414364879","doi":"10.1002/tcr.202500120","title":"3D Printing‐Based Polymer Nanocomposites for Cancer Treatment: Innovations and Perspectives","year":2025,"lang":"en","type":"article","venue":"The Chemical Record","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Université du Québec à Trois-Rivières","funders":"National Taiwan University of Science and Technology","keywords":"Biocompatible material; Nanocomposite; Cancer therapy; Polymer; Fabrication; Magnetic nanoparticles; Polymer nanocomposite; Drug delivery","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":[],"consensus_categories":[],"category_scores_codex":[0.00008935788,0.00009420209,0.0001093597,0.00006390861,0.0000730165,0.00003049213,0.0001331696,0.00005513748,0.00005489848],"category_scores_gemma":[0.0001768398,0.00006524863,0.00003570187,0.0002911423,0.0001294645,0.00001980815,0.00004050828,0.000110479,0.000002992102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209394,"about_ca_system_score_gemma":0.00004051302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004276634,"about_ca_topic_score_gemma":0.000004618996,"domain_scores_codex":[0.9994504,0.000009140752,0.000121038,0.0001433069,0.00007356281,0.0002025885],"domain_scores_gemma":[0.9992068,0.0005430244,0.00001251703,0.0001479506,0.00005211076,0.00003757465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003371029,0.00004923062,0.001907458,0.000107271,0.000124596,2.325644e-7,0.0002262849,0.00001587998,0.7068375,0.002419458,0.0008035934,0.2874748],"study_design_scores_gemma":[0.0005052158,0.00002209007,0.0009624464,0.00008091884,0.00002720601,3.446899e-7,0.00004905284,0.0189964,0.9518428,0.0007531435,0.0266458,0.0001145309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854963,0.001535482,0.004022955,0.004250849,0.0001261105,0.0003766838,0.00001399452,0.0001841467,0.00399342],"genre_scores_gemma":[0.9952537,0.0001318319,0.003148352,0.00008290282,0.00008810717,0.0002861447,0.000004944857,0.00001630841,0.0009876604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2873602,"threshold_uncertainty_score":0.2660762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700985627634305,"score_gpt":0.3113419011672572,"score_spread":0.2843320448909141,"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."}}