{"id":"W4249513661","doi":"10.1007/978-3-319-45007-0_14","title":"Future Perspectives","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Photodynamic therapy; Emerging technologies; Clinical Practice; Nanotechnology; Engineering ethics; Medicine; Risk analysis (engineering); Engineering; Computer science; Materials science; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.003226139,0.0005563221,0.0005950819,0.0007638781,0.001329688,0.004270505,0.001547,0.003331819,0.1226658],"category_scores_gemma":[0.004036015,0.0001636145,0.0005395403,0.0006175873,0.00226962,0.004317428,0.001922729,0.004389376,0.02282235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597541,"about_ca_system_score_gemma":0.006278524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002505207,"about_ca_topic_score_gemma":0.006225403,"domain_scores_codex":[0.9989001,0.0003460709,0.00004414699,0.0001631064,0.000338423,0.0002081842],"domain_scores_gemma":[0.9982269,0.0004412015,0.00007560498,0.0001354287,0.0006557037,0.0004652168],"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":[0.0001354128,0.000102188,0.0001728468,0.0008153012,0.000014573,0.0002459259,0.0002592106,0.0001896551,0.000671443,0.1545995,0.5902771,0.2525167],"study_design_scores_gemma":[0.00001156912,0.00001577483,0.00006479613,0.0003136668,0.000006668681,0.0001308179,0.0002305138,0.00002835818,0.0001212476,0.03081459,0.9682572,0.000004854068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001223458,0.2617241,0.005041001,0.3281473,0.05873178,0.00009110471,0.0007754401,0.0002165731,0.3440492],"genre_scores_gemma":[0.03035989,0.3570128,0.008446926,0.1713465,0.04775542,0.0003736862,0.001376513,0.0001611426,0.3831673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1226658,"threshold_uncertainty_score":0.4103578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652629287386964,"score_gpt":0.303944118574477,"score_spread":0.2874178257006074,"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."}}